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14
But I bu
It it seems that the VAD network doesn't Well , it doesn't drop , uh , too many frames because the dele the number of deletion is reasonable. But it 's just when we add the tandem , the final MLP , and then
Yeah. Now the only problem is you don't want to ta I guess wait for the output of the VAD before you can put something into the other system ,
cuz that 'll shoot up the latency a lot , right ? Am I missing something here ?
false
QMSum_194
It it seems that the VAD network doesn't Well , it doesn't drop , uh , too many frames because the dele the number of deletion is reasonable. But it 's just when we add the tandem , the final MLP , and then
Yeah. Now the only problem is you don't want to ta I guess wait for the output of the VAD before you can put something into the other system ,
cuz that 'll shoot up the latency a lot , right ? Am I missing something here ?
But
false
QMSum_194
Yeah. Now the only problem is you don't want to ta I guess wait for the output of the VAD before you can put something into the other system ,
cuz that 'll shoot up the latency a lot , right ? Am I missing something here ?
But
Mm - hmm.
false
QMSum_194
cuz that 'll shoot up the latency a lot , right ? Am I missing something here ?
But
Mm - hmm.
Yeah. Right.
false
QMSum_194
But
Mm - hmm.
Yeah. Right.
Yeah. So that 's maybe a problem with what I was just saying. But but I I guess
false
QMSum_194
Mm - hmm.
Yeah. Right.
Yeah. So that 's maybe a problem with what I was just saying. But but I I guess
But if you were gonna put it in as a feature it means you already have it by the time you get to the tandem net , right ?
false
QMSum_194
Yeah. Right.
Yeah. So that 's maybe a problem with what I was just saying. But but I I guess
But if you were gonna put it in as a feature it means you already have it by the time you get to the tandem net , right ?
Um , well. We w we don't have it , actually ,
false
QMSum_194
Yeah. So that 's maybe a problem with what I was just saying. But but I I guess
But if you were gonna put it in as a feature it means you already have it by the time you get to the tandem net , right ?
Um , well. We w we don't have it , actually ,
No.
false
QMSum_194
But if you were gonna put it in as a feature it means you already have it by the time you get to the tandem net , right ?
Um , well. We w we don't have it , actually ,
No.
because it 's it has a high rate energy
false
QMSum_194
Um , well. We w we don't have it , actually ,
No.
because it 's it has a high rate energy
Ah.
false
QMSum_194
No.
because it 's it has a high rate energy
Ah.
the VAD has a
false
QMSum_194
because it 's it has a high rate energy
Ah.
the VAD has a
Yeah.
false
QMSum_194
Ah.
the VAD has a
Yeah.
OK.
false
QMSum_194
the VAD has a
Yeah.
OK.
It 's kind of done in I mean , some of the things are , not in parallel , but certainly , it would be in parallel with the with a tandem net.
false
QMSum_194
Yeah.
OK.
It 's kind of done in I mean , some of the things are , not in parallel , but certainly , it would be in parallel with the with a tandem net.
Right.
false
QMSum_194
OK.
It 's kind of done in I mean , some of the things are , not in parallel , but certainly , it would be in parallel with the with a tandem net.
Right.
In time. So maybe , if that doesn't work , um But it would be interesting to see if that was the problem , anyway. And and and then I guess another alternative would be to take the feature that you 're feeding into the VAD , and feeding it into the other one as well.
false
QMSum_194
It 's kind of done in I mean , some of the things are , not in parallel , but certainly , it would be in parallel with the with a tandem net.
Right.
In time. So maybe , if that doesn't work , um But it would be interesting to see if that was the problem , anyway. And and and then I guess another alternative would be to take the feature that you 're feeding into the VAD , and feeding it into the other one as well.
Mm - hmm.
false
QMSum_194
Right.
In time. So maybe , if that doesn't work , um But it would be interesting to see if that was the problem , anyway. And and and then I guess another alternative would be to take the feature that you 're feeding into the VAD , and feeding it into the other one as well.
Mm - hmm.
And then maybe it would just learn learn it better.
false
QMSum_194
In time. So maybe , if that doesn't work , um But it would be interesting to see if that was the problem , anyway. And and and then I guess another alternative would be to take the feature that you 're feeding into the VAD , and feeding it into the other one as well.
Mm - hmm.
And then maybe it would just learn learn it better.
Mm - hmm.
false
QMSum_194
Mm - hmm.
And then maybe it would just learn learn it better.
Mm - hmm.
Um But that 's Yeah , that 's an interesting thing to try to see , if what 's going on is that in the highly mismatched condition , it 's , um , causing deletions by having this silence probability up up too high ,
false
QMSum_194
And then maybe it would just learn learn it better.
Mm - hmm.
Um But that 's Yeah , that 's an interesting thing to try to see , if what 's going on is that in the highly mismatched condition , it 's , um , causing deletions by having this silence probability up up too high ,
Mm - hmm.
false
QMSum_194
Mm - hmm.
Um But that 's Yeah , that 's an interesting thing to try to see , if what 's going on is that in the highly mismatched condition , it 's , um , causing deletions by having this silence probability up up too high ,
Mm - hmm.
at some point where the VAD is saying it 's actually speech.
false
QMSum_194
Um But that 's Yeah , that 's an interesting thing to try to see , if what 's going on is that in the highly mismatched condition , it 's , um , causing deletions by having this silence probability up up too high ,
Mm - hmm.
at some point where the VAD is saying it 's actually speech.
Yeah.
false
QMSum_194
Mm - hmm.
at some point where the VAD is saying it 's actually speech.
Yeah.
Which is probably true.
false
QMSum_194
at some point where the VAD is saying it 's actually speech.
Yeah.
Which is probably true.
So , m
false
QMSum_194
Yeah.
Which is probably true.
So , m
Cuz Well , the V A if the VAD said since the VAD is is is right a lot , uh
false
QMSum_194
Which is probably true.
So , m
Cuz Well , the V A if the VAD said since the VAD is is is right a lot , uh
Yeah.
false
QMSum_194
So , m
Cuz Well , the V A if the VAD said since the VAD is is is right a lot , uh
Yeah.
Hmm. Anyway. Might be.
false
QMSum_194
Cuz Well , the V A if the VAD said since the VAD is is is right a lot , uh
Yeah.
Hmm. Anyway. Might be.
Mm - hmm.
false
QMSum_194
Yeah.
Hmm. Anyway. Might be.
Mm - hmm.
Yeah. Well , we just started working with it. But these are these are some good ideas I think.
false
QMSum_194
Hmm. Anyway. Might be.
Mm - hmm.
Yeah. Well , we just started working with it. But these are these are some good ideas I think.
Mm - hmm. Yeah , and the other thing Well , there are other issues maybe for the tandem , like , uh , well , do we want to , w uh n Do we want to work on the targets ? Or , like , instead of using phonemes , using more context dependent units ?
false
QMSum_194
Mm - hmm.
Yeah. Well , we just started working with it. But these are these are some good ideas I think.
Mm - hmm. Yeah , and the other thing Well , there are other issues maybe for the tandem , like , uh , well , do we want to , w uh n Do we want to work on the targets ? Or , like , instead of using phonemes , using more context dependent units ?
For the tandem net you mean ?
false
QMSum_194
Yeah. Well , we just started working with it. But these are these are some good ideas I think.
Mm - hmm. Yeah , and the other thing Well , there are other issues maybe for the tandem , like , uh , well , do we want to , w uh n Do we want to work on the targets ? Or , like , instead of using phonemes , using more context dependent units ?
For the tandem net you mean ?
Well , I 'm Yeah.
false
QMSum_194
Mm - hmm. Yeah , and the other thing Well , there are other issues maybe for the tandem , like , uh , well , do we want to , w uh n Do we want to work on the targets ? Or , like , instead of using phonemes , using more context dependent units ?
For the tandem net you mean ?
Well , I 'm Yeah.
Hmm.
false
QMSum_194
For the tandem net you mean ?
Well , I 'm Yeah.
Hmm.
I 'm thinking , also , a w about Dan 's work where he he trained a network , not on phoneme targets but on the HMM state targets. And it was giving s slightly better results.
false
QMSum_194
Well , I 'm Yeah.
Hmm.
I 'm thinking , also , a w about Dan 's work where he he trained a network , not on phoneme targets but on the HMM state targets. And it was giving s slightly better results.
Problem is , if you are going to run this on different m test sets , including large vocabulary ,
false
QMSum_194
Hmm.
I 'm thinking , also , a w about Dan 's work where he he trained a network , not on phoneme targets but on the HMM state targets. And it was giving s slightly better results.
Problem is , if you are going to run this on different m test sets , including large vocabulary ,
Yeah. Yeah.
false
QMSum_194
I 'm thinking , also , a w about Dan 's work where he he trained a network , not on phoneme targets but on the HMM state targets. And it was giving s slightly better results.
Problem is , if you are going to run this on different m test sets , including large vocabulary ,
Yeah. Yeah.
um ,
false
QMSum_194
Problem is , if you are going to run this on different m test sets , including large vocabulary ,
Yeah. Yeah.
um ,
Uh
false
QMSum_194
Yeah. Yeah.
um ,
Uh
I think
false
QMSum_194
um ,
Uh
I think
Mmm. I was just thinking maybe about , like , generalized diphones , and come up with a a reasonable , not too large , set of context dependent units , and and Yeah. And then anyway we would have to reduce this with the KLT.
false
QMSum_194
Uh
I think
Mmm. I was just thinking maybe about , like , generalized diphones , and come up with a a reasonable , not too large , set of context dependent units , and and Yeah. And then anyway we would have to reduce this with the KLT.
Yeah.
false
QMSum_194
I think
Mmm. I was just thinking maybe about , like , generalized diphones , and come up with a a reasonable , not too large , set of context dependent units , and and Yeah. And then anyway we would have to reduce this with the KLT.
Yeah.
So. But I don't know.
false
QMSum_194
Mmm. I was just thinking maybe about , like , generalized diphones , and come up with a a reasonable , not too large , set of context dependent units , and and Yeah. And then anyway we would have to reduce this with the KLT.
Yeah.
So. But I don't know.
Yeah. Well , maybe. But I d I d it it i it 's all worth looking at ,
false
QMSum_194
Yeah.
So. But I don't know.
Yeah. Well , maybe. But I d I d it it i it 's all worth looking at ,
Mm - hmm.
false
QMSum_194
So. But I don't know.
Yeah. Well , maybe. But I d I d it it i it 's all worth looking at ,
Mm - hmm.
but it sounds to me like , uh , looking at the relationship between this and the speech noise stuff is is is probably a key thing.
false
QMSum_194
Yeah. Well , maybe. But I d I d it it i it 's all worth looking at ,
Mm - hmm.
but it sounds to me like , uh , looking at the relationship between this and the speech noise stuff is is is probably a key thing.
Mm - hmm.
false
QMSum_194
Mm - hmm.
but it sounds to me like , uh , looking at the relationship between this and the speech noise stuff is is is probably a key thing.
Mm - hmm.
That and the correlation between stuff.
false
QMSum_194
but it sounds to me like , uh , looking at the relationship between this and the speech noise stuff is is is probably a key thing.
Mm - hmm.
That and the correlation between stuff.
So if , uh if the , uh , high mismatch case had been more like the , uh , the other two cases in terms of giving you just a better performance , how would this number have changed ?
false
QMSum_194
Mm - hmm.
That and the correlation between stuff.
So if , uh if the , uh , high mismatch case had been more like the , uh , the other two cases in terms of giving you just a better performance , how would this number have changed ?
Mm - hmm. Oh , it would be Yeah. Around five percent better , I guess. If if i
false
QMSum_194
That and the correlation between stuff.
So if , uh if the , uh , high mismatch case had been more like the , uh , the other two cases in terms of giving you just a better performance , how would this number have changed ?
Mm - hmm. Oh , it would be Yeah. Around five percent better , I guess. If if i
y Like sixty ?
false
QMSum_194
So if , uh if the , uh , high mismatch case had been more like the , uh , the other two cases in terms of giving you just a better performance , how would this number have changed ?
Mm - hmm. Oh , it would be Yeah. Around five percent better , I guess. If if i
y Like sixty ?
Well , we don't know what 's it 's gonna be the TI - digits yet. He hasn't got the results back yet.
false
QMSum_194
Mm - hmm. Oh , it would be Yeah. Around five percent better , I guess. If if i
y Like sixty ?
Well , we don't know what 's it 's gonna be the TI - digits yet. He hasn't got the results back yet.
Yeah. If you extrapolate the SpeechDat - Car well - matched and medium - mismatch , it 's around , yeah , maybe five.
false
QMSum_194
y Like sixty ?
Well , we don't know what 's it 's gonna be the TI - digits yet. He hasn't got the results back yet.
Yeah. If you extrapolate the SpeechDat - Car well - matched and medium - mismatch , it 's around , yeah , maybe five.
Uh - huh. Yeah. So this would be sixty - two ?
false
QMSum_194
Well , we don't know what 's it 's gonna be the TI - digits yet. He hasn't got the results back yet.
Yeah. If you extrapolate the SpeechDat - Car well - matched and medium - mismatch , it 's around , yeah , maybe five.
Uh - huh. Yeah. So this would be sixty - two ?
Sixty - two.
false
QMSum_194
Yeah. If you extrapolate the SpeechDat - Car well - matched and medium - mismatch , it 's around , yeah , maybe five.
Uh - huh. Yeah. So this would be sixty - two ?
Sixty - two.
Which is
false
QMSum_194
Uh - huh. Yeah. So this would be sixty - two ?
Sixty - two.
Which is
Yeah.
false
QMSum_194
Sixty - two.
Which is
Yeah.
Sixty - two , yeah.
false
QMSum_194
Which is
Yeah.
Sixty - two , yeah.
Somewhere around sixty , must be. Right ? Yeah.
false
QMSum_194
Yeah.
Sixty - two , yeah.
Somewhere around sixty , must be. Right ? Yeah.
Well , it 's around five percent , because it 's s Right ? If everything is five percent.
false
QMSum_194
Sixty - two , yeah.
Somewhere around sixty , must be. Right ? Yeah.
Well , it 's around five percent , because it 's s Right ? If everything is five percent.
Yeah. Yeah.
false
QMSum_194
Somewhere around sixty , must be. Right ? Yeah.
Well , it 's around five percent , because it 's s Right ? If everything is five percent.
Yeah. Yeah.
All the other ones were five percent ,
false
QMSum_194
Well , it 's around five percent , because it 's s Right ? If everything is five percent.
Yeah. Yeah.
All the other ones were five percent ,
Mm - hmm.
false
QMSum_194
Yeah. Yeah.
All the other ones were five percent ,
Mm - hmm.
the
false
QMSum_194
All the other ones were five percent ,
Mm - hmm.
the
Yeah.
false
QMSum_194
Mm - hmm.
the
Yeah.
I d I d I just have the SpeechDat - Car right now , so
false
QMSum_194
the
Yeah.
I d I d I just have the SpeechDat - Car right now , so
Yeah.
false
QMSum_194
Yeah.
I d I d I just have the SpeechDat - Car right now , so
Yeah.
It 's running it shou we should have the results today during the afternoon ,
false
QMSum_194
I d I d I just have the SpeechDat - Car right now , so
Yeah.
It 's running it shou we should have the results today during the afternoon ,
Hmm.
false
QMSum_194
Yeah.
It 's running it shou we should have the results today during the afternoon ,
Hmm.
but Well.
false
QMSum_194
It 's running it shou we should have the results today during the afternoon ,
Hmm.
but Well.
Hmm. Well Um So I won't be here for
false
QMSum_194
Hmm.
but Well.
Hmm. Well Um So I won't be here for
When When do you leave ?
false
QMSum_194
but Well.
Hmm. Well Um So I won't be here for
When When do you leave ?
Uh , I 'm leaving next Wednesday. May or may not be in in the morning. I leave in the afternoon. Um ,
false
QMSum_194
Hmm. Well Um So I won't be here for
When When do you leave ?
Uh , I 'm leaving next Wednesday. May or may not be in in the morning. I leave in the afternoon. Um ,
But you 're
false
QMSum_194
When When do you leave ?
Uh , I 'm leaving next Wednesday. May or may not be in in the morning. I leave in the afternoon. Um ,
But you 're
so I
false
QMSum_194
Uh , I 'm leaving next Wednesday. May or may not be in in the morning. I leave in the afternoon. Um ,
But you 're
so I
are you you 're not gonna be around this afternoon ?
false
QMSum_194
But you 're
so I
are you you 're not gonna be around this afternoon ?
Yeah.
false
QMSum_194
so I
are you you 're not gonna be around this afternoon ?
Yeah.
Oh.
false
QMSum_194
are you you 're not gonna be around this afternoon ?
Yeah.
Oh.
Oh , well. I 'm talking about next week. I 'm leaving leaving next Wednesday.
false
QMSum_194
Yeah.
Oh.
Oh , well. I 'm talking about next week. I 'm leaving leaving next Wednesday.
Uh - huh.
false
QMSum_194
Oh.
Oh , well. I 'm talking about next week. I 'm leaving leaving next Wednesday.
Uh - huh.
This afternoon uh Oh , right , for the Meeting meeting ? Yeah , that 's just cuz of something on campus.
false
QMSum_194
Oh , well. I 'm talking about next week. I 'm leaving leaving next Wednesday.
Uh - huh.
This afternoon uh Oh , right , for the Meeting meeting ? Yeah , that 's just cuz of something on campus.
Ah , OK , OK.
false
QMSum_194
Uh - huh.
This afternoon uh Oh , right , for the Meeting meeting ? Yeah , that 's just cuz of something on campus.
Ah , OK , OK.
Yeah. But , um , yeah , so next week I won't , and the week after I won't , cuz I 'll be in Finland. And the week after that I won't. By that time you 'll be Uh , you 'll both be gone from here. So there 'll be no definitely no meeting on on September sixth. Uh ,
false
QMSum_194
This afternoon uh Oh , right , for the Meeting meeting ? Yeah , that 's just cuz of something on campus.
Ah , OK , OK.
Yeah. But , um , yeah , so next week I won't , and the week after I won't , cuz I 'll be in Finland. And the week after that I won't. By that time you 'll be Uh , you 'll both be gone from here. So there 'll be no definitely no meeting on on September sixth. Uh ,
What 's September sixth ?
false
QMSum_194
Ah , OK , OK.
Yeah. But , um , yeah , so next week I won't , and the week after I won't , cuz I 'll be in Finland. And the week after that I won't. By that time you 'll be Uh , you 'll both be gone from here. So there 'll be no definitely no meeting on on September sixth. Uh ,
What 's September sixth ?
and Uh , that 's during Eurospeech.
false
QMSum_194
Yeah. But , um , yeah , so next week I won't , and the week after I won't , cuz I 'll be in Finland. And the week after that I won't. By that time you 'll be Uh , you 'll both be gone from here. So there 'll be no definitely no meeting on on September sixth. Uh ,
What 's September sixth ?
and Uh , that 's during Eurospeech.
Oh , oh , right. OK.
false
QMSum_194
What 's September sixth ?
and Uh , that 's during Eurospeech.
Oh , oh , right. OK.
So , uh , Sunil will be in Oregon. Uh , Stephane and I will be in Denmark. Uh Right ? So it 'll be a few weeks , really , before we have a meeting of the same cast of characters. Um , but , uh I guess , just I mean , you guys should probably meet. And maybe Barry Barry will be around. And and then uh , uh , we 'll start up again with Dave and Dave and Barry and Stephane and us on the , uh , twentieth. No. Thirteenth ? About a month ?
false
QMSum_194
and Uh , that 's during Eurospeech.
Oh , oh , right. OK.
So , uh , Sunil will be in Oregon. Uh , Stephane and I will be in Denmark. Uh Right ? So it 'll be a few weeks , really , before we have a meeting of the same cast of characters. Um , but , uh I guess , just I mean , you guys should probably meet. And maybe Barry Barry will be around. And and then uh , uh , we 'll start up again with Dave and Dave and Barry and Stephane and us on the , uh , twentieth. No. Thirteenth ? About a month ?
So , uh , you 're gonna be gone for the next three weeks or something ?
false
QMSum_194
Oh , oh , right. OK.
So , uh , Sunil will be in Oregon. Uh , Stephane and I will be in Denmark. Uh Right ? So it 'll be a few weeks , really , before we have a meeting of the same cast of characters. Um , but , uh I guess , just I mean , you guys should probably meet. And maybe Barry Barry will be around. And and then uh , uh , we 'll start up again with Dave and Dave and Barry and Stephane and us on the , uh , twentieth. No. Thirteenth ? About a month ?
So , uh , you 're gonna be gone for the next three weeks or something ?
I 'm gone for two and a half weeks starting starting next Wed - late next Wednesday.
false
QMSum_194
So , uh , Sunil will be in Oregon. Uh , Stephane and I will be in Denmark. Uh Right ? So it 'll be a few weeks , really , before we have a meeting of the same cast of characters. Um , but , uh I guess , just I mean , you guys should probably meet. And maybe Barry Barry will be around. And and then uh , uh , we 'll start up again with Dave and Dave and Barry and Stephane and us on the , uh , twentieth. No. Thirteenth ? About a month ?
So , uh , you 're gonna be gone for the next three weeks or something ?
I 'm gone for two and a half weeks starting starting next Wed - late next Wednesday.
So that 's you won't be at the next three of these meetings. Is that right ?
false
QMSum_194
So , uh , you 're gonna be gone for the next three weeks or something ?
I 'm gone for two and a half weeks starting starting next Wed - late next Wednesday.
So that 's you won't be at the next three of these meetings. Is that right ?
Uh , I won't it 's probably four because of is it three ? Let 's see , twenty - third , thirtieth , sixth. That 's right , next three. And the the third one won't probably won't be a meeting , cuz cuz , uh , Su - Sunil , Stephane , and I will all not be here.
false
QMSum_194
I 'm gone for two and a half weeks starting starting next Wed - late next Wednesday.
So that 's you won't be at the next three of these meetings. Is that right ?
Uh , I won't it 's probably four because of is it three ? Let 's see , twenty - third , thirtieth , sixth. That 's right , next three. And the the third one won't probably won't be a meeting , cuz cuz , uh , Su - Sunil , Stephane , and I will all not be here.
Oh , right. Right.
false
QMSum_194
So that 's you won't be at the next three of these meetings. Is that right ?
Uh , I won't it 's probably four because of is it three ? Let 's see , twenty - third , thirtieth , sixth. That 's right , next three. And the the third one won't probably won't be a meeting , cuz cuz , uh , Su - Sunil , Stephane , and I will all not be here.
Oh , right. Right.
Um Mmm. So it 's just , uh , the next two where there will be there , you know , may as well be meetings ,
false
QMSum_194
Uh , I won't it 's probably four because of is it three ? Let 's see , twenty - third , thirtieth , sixth. That 's right , next three. And the the third one won't probably won't be a meeting , cuz cuz , uh , Su - Sunil , Stephane , and I will all not be here.
Oh , right. Right.
Um Mmm. So it 's just , uh , the next two where there will be there , you know , may as well be meetings ,
OK.
false
QMSum_194
Oh , right. Right.
Um Mmm. So it 's just , uh , the next two where there will be there , you know , may as well be meetings ,
OK.
but I just won't be at them. And then starting up on the thirteenth , uh , we 'll have meetings again but we 'll have to do without Sunil here somehow.
false
QMSum_194
Um Mmm. So it 's just , uh , the next two where there will be there , you know , may as well be meetings ,
OK.
but I just won't be at them. And then starting up on the thirteenth , uh , we 'll have meetings again but we 'll have to do without Sunil here somehow.
When do you go back ?
false
QMSum_194
OK.
but I just won't be at them. And then starting up on the thirteenth , uh , we 'll have meetings again but we 'll have to do without Sunil here somehow.
When do you go back ?
So.
false
QMSum_194
but I just won't be at them. And then starting up on the thirteenth , uh , we 'll have meetings again but we 'll have to do without Sunil here somehow.
When do you go back ?
So.
Thirty - first , August.
false
QMSum_194
When do you go back ?
So.
Thirty - first , August.
Yeah. Yeah. So. Cool.
false
QMSum_194
So.
Thirty - first , August.
Yeah. Yeah. So. Cool.
When is the evaluation ? November , or something ?
false
QMSum_194