Commit
·
614403c
1
Parent(s):
cb59ff9
Update app.py
Browse files
app.py
CHANGED
@@ -14,8 +14,6 @@ import numpy as np
|
|
14 |
import tensorflow as tf
|
15 |
import gradio as gr
|
16 |
|
17 |
-
# import pyaudio
|
18 |
-
# import wave
|
19 |
from tqdm import tqdm
|
20 |
from keras.models import Sequential
|
21 |
from keras.layers import Dense
|
@@ -64,15 +62,9 @@ model.add(Dropout(0.2))
|
|
64 |
model.add(Dense(numLabels, activation='softmax'))
|
65 |
model.compile(loss='binary_crossentropy', optimizer='adam',
|
66 |
metrics=['accuracy'])
|
67 |
-
# print(model.summary(), file=sys.stderr)
|
68 |
|
69 |
model.load_weights('speech_emotion_detection_ravdess_savee.h5')
|
70 |
|
71 |
-
# app = Flask(__name__)
|
72 |
-
|
73 |
-
# app._static_folder = os.path.join( "/home/ubuntu/Desktop/nlpdemos/server_demos/speech_emotion/static" )
|
74 |
-
|
75 |
-
|
76 |
def selected_audio(audio):
|
77 |
try:
|
78 |
if audio and audio != 'Please select any of the following options':
|
|
|
14 |
import tensorflow as tf
|
15 |
import gradio as gr
|
16 |
|
|
|
|
|
17 |
from tqdm import tqdm
|
18 |
from keras.models import Sequential
|
19 |
from keras.layers import Dense
|
|
|
62 |
model.add(Dense(numLabels, activation='softmax'))
|
63 |
model.compile(loss='binary_crossentropy', optimizer='adam',
|
64 |
metrics=['accuracy'])
|
|
|
65 |
|
66 |
model.load_weights('speech_emotion_detection_ravdess_savee.h5')
|
67 |
|
|
|
|
|
|
|
|
|
|
|
68 |
def selected_audio(audio):
|
69 |
try:
|
70 |
if audio and audio != 'Please select any of the following options':
|