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Yeah. that would subtract off the um uh parts of the signal that were the aspects of the signal that were different between the close - talk and the distant. You know , so so uh um I guess in most echo cancellation Yeah , so you Given that um Yeah , so you 're trying to So you 'd There 's a a distance between the close and the distant mikes so there 's a time delay there , and after the time delay , there 's these various reflections. And if you figure out well what 's the there 's a a least squares algorithm that adjusts itself adjusts the weight so that you try to subtract essentially to subtract off uh different uh different reflections. Right ? So let 's take the simple case where you just had you had some uh some delay in a satellite connection or something and then there 's a there 's an echo. It comes back. And you want to adjust this filter so that it will maximally reduce the effect of this echo.
So that would mean like if you were listening to the data that was recorded on one of those. Uh , just the raw data , you would you might hear kind of an echo ? And and then this noise cancellation would get
Well , I 'm I 'm I 'm saying That 's a simplified version of what 's really happening. What 's really happening is Well , when I 'm talking to you right now , you 're getting the direct sound from my speech , but you 're also getting , uh , the indirect sound that 's bounced around the room a number of times. OK ? So now , if you um try to r you To completely remove the effect of that is sort of impractical for a number of technical reasons , but I but not to try to completely remove it , that is , invert the the room response , but just to try to uh uh eliminate some of the the effect of some of the echos. Um , a number of people have done this so that , say , if you 're talking to a speakerphone , uh it makes it more like it would be , if you were talking right up to it. So this is sort of the st the straight - forward approach. You say I I I want to use this uh this item but I want to subtract off various kinds of echos. So you construct a filter , and you have this this filtered version uh of the speech um gets uh uh gets subtracted off from the original speech. Then you try to you try to minimize the energy in some sense. And so um uh with some constraints.
Kind of a clean up thing , that
false
QMSum_198
So that would mean like if you were listening to the data that was recorded on one of those. Uh , just the raw data , you would you might hear kind of an echo ? And and then this noise cancellation would get
Well , I 'm I 'm I 'm saying That 's a simplified version of what 's really happening. What 's really happening is Well , when I 'm talking to you right now , you 're getting the direct sound from my speech , but you 're also getting , uh , the indirect sound that 's bounced around the room a number of times. OK ? So now , if you um try to r you To completely remove the effect of that is sort of impractical for a number of technical reasons , but I but not to try to completely remove it , that is , invert the the room response , but just to try to uh uh eliminate some of the the effect of some of the echos. Um , a number of people have done this so that , say , if you 're talking to a speakerphone , uh it makes it more like it would be , if you were talking right up to it. So this is sort of the st the straight - forward approach. You say I I I want to use this uh this item but I want to subtract off various kinds of echos. So you construct a filter , and you have this this filtered version uh of the speech um gets uh uh gets subtracted off from the original speech. Then you try to you try to minimize the energy in some sense. And so um uh with some constraints.
Kind of a clean up thing , that
It 's a clean up thing. Right.
false
QMSum_198
Well , I 'm I 'm I 'm saying That 's a simplified version of what 's really happening. What 's really happening is Well , when I 'm talking to you right now , you 're getting the direct sound from my speech , but you 're also getting , uh , the indirect sound that 's bounced around the room a number of times. OK ? So now , if you um try to r you To completely remove the effect of that is sort of impractical for a number of technical reasons , but I but not to try to completely remove it , that is , invert the the room response , but just to try to uh uh eliminate some of the the effect of some of the echos. Um , a number of people have done this so that , say , if you 're talking to a speakerphone , uh it makes it more like it would be , if you were talking right up to it. So this is sort of the st the straight - forward approach. You say I I I want to use this uh this item but I want to subtract off various kinds of echos. So you construct a filter , and you have this this filtered version uh of the speech um gets uh uh gets subtracted off from the original speech. Then you try to you try to minimize the energy in some sense. And so um uh with some constraints.
Kind of a clean up thing , that
It 's a clean up thing. Right.
OK.
false
QMSum_198
Kind of a clean up thing , that
It 's a clean up thing. Right.
OK.
So , echo cancelling is is , you know , commonly done in telephony , and and and it 's sort of the obvious thing to do in this situation if you if , you know , you 're gonna be talking some distance from a mike.
false
QMSum_198
It 's a clean up thing. Right.
OK.
So , echo cancelling is is , you know , commonly done in telephony , and and and it 's sort of the obvious thing to do in this situation if you if , you know , you 're gonna be talking some distance from a mike.
When uh , I would have meetings with the folks in Cambridge when I was at BBN over the phone , they had a um some kind of a special speaker phone and when they would first connect me , it would come on and we 'd hear all this noise. And then it was uh And then it would come on and it was very clear ,
false
QMSum_198
OK.
So , echo cancelling is is , you know , commonly done in telephony , and and and it 's sort of the obvious thing to do in this situation if you if , you know , you 're gonna be talking some distance from a mike.
When uh , I would have meetings with the folks in Cambridge when I was at BBN over the phone , they had a um some kind of a special speaker phone and when they would first connect me , it would come on and we 'd hear all this noise. And then it was uh And then it would come on and it was very clear ,
Yeah.
false
QMSum_198
So , echo cancelling is is , you know , commonly done in telephony , and and and it 's sort of the obvious thing to do in this situation if you if , you know , you 're gonna be talking some distance from a mike.
When uh , I would have meetings with the folks in Cambridge when I was at BBN over the phone , they had a um some kind of a special speaker phone and when they would first connect me , it would come on and we 'd hear all this noise. And then it was uh And then it would come on and it was very clear ,
Yeah.
you know.
false
QMSum_198
When uh , I would have meetings with the folks in Cambridge when I was at BBN over the phone , they had a um some kind of a special speaker phone and when they would first connect me , it would come on and we 'd hear all this noise. And then it was uh And then it would come on and it was very clear ,
Yeah.
you know.
Right. So it 's taking samples , it 's doing adaptation , it 's adjusting weights , and then it 's getting the sum. So um , uh anyway that 's that 's kind of a reasonable thing that I 'd like to have somebody try somebody look And and the digits would be a reasonable thing to do that with. I think that 'd be enough data plenty of data to do that with , and i for that sort of task you wouldn't care whether it was uh large vocabulary speech or anything. Uh. Um
false
QMSum_198
Yeah.
you know.
Right. So it 's taking samples , it 's doing adaptation , it 's adjusting weights , and then it 's getting the sum. So um , uh anyway that 's that 's kind of a reasonable thing that I 'd like to have somebody try somebody look And and the digits would be a reasonable thing to do that with. I think that 'd be enough data plenty of data to do that with , and i for that sort of task you wouldn't care whether it was uh large vocabulary speech or anything. Uh. Um
Is Brian Kingsbury 's work related to that , or is it a different type of reverberation ?
false
QMSum_198
you know.
Right. So it 's taking samples , it 's doing adaptation , it 's adjusting weights , and then it 's getting the sum. So um , uh anyway that 's that 's kind of a reasonable thing that I 'd like to have somebody try somebody look And and the digits would be a reasonable thing to do that with. I think that 'd be enough data plenty of data to do that with , and i for that sort of task you wouldn't care whether it was uh large vocabulary speech or anything. Uh. Um
Is Brian Kingsbury 's work related to that , or is it a different type of reverberation ?
Brian 's Kingsbury 's work is an example of what we did f f from the opposite dogma. Right ? Which is what I was calling the " party line " , which is that uh doing that sort of thing is not really what we want. We want something more flexible , uh i i where people might change their position , and there might be , you know There 's also um oh yeah , noise. So the echo cancellation does not really allow for noise. It 's if you have a clean situation but you just have some delays , Then we 'll figure out the right the right set of weights for your taps for your filter in order to produce the effect of those those echos. But um if there 's noise , then the very signal that it 's looking at is corrupted so that it 's decision about what the right you know , right right uh delays are is , uh is right delayed signal is is is uh is incorrect. And so , in a noisy situation , um , also in a in a situation that 's very reverberant with long reverberation times and really long delays , it 's it 's sort of typically impractical. So for those kind of reasons , and also a a c a complete inversion , if you actually I mentioned that it 's kind of hard to really do the inversion of the room acoustics. Um , that 's difficult because um often times the the um the system transfer function is such that when it 's inverted you get something that 's unstable , and so , if you you do your estimate of what the system is , and then you try to invert it , you get a filter that actually uh , you know , rings , and and uh goes to infinity. So it 's so there 's there 's there 's that sort of technical reason , and the fact that things move , and there 's air currents I mean there 's all sorts of all sorts of reasons why it 's not really practical. So for all those kinds of reasons , uh we we we sort of um , concluded we didn't want to in do inversion , and we 're even pretty skeptical of echo cancellation , which isn't really inversion , and um we decided to do this approach of taking uh , just picking uh features , which were uh will give you more something that was more stable , in the presence of , or absence of , room reverberation , and that 's what Brian was trying to do. So , um , let me just say a couple things that I was I was gonna bring up. Uh. Let 's see. I guess you you actually already said this thing about the uh about the consent forms , which was that we now don't have to So this was the human subjects folks who said this , or that that ?
false
QMSum_198
Right. So it 's taking samples , it 's doing adaptation , it 's adjusting weights , and then it 's getting the sum. So um , uh anyway that 's that 's kind of a reasonable thing that I 'd like to have somebody try somebody look And and the digits would be a reasonable thing to do that with. I think that 'd be enough data plenty of data to do that with , and i for that sort of task you wouldn't care whether it was uh large vocabulary speech or anything. Uh. Um
Is Brian Kingsbury 's work related to that , or is it a different type of reverberation ?
Brian 's Kingsbury 's work is an example of what we did f f from the opposite dogma. Right ? Which is what I was calling the " party line " , which is that uh doing that sort of thing is not really what we want. We want something more flexible , uh i i where people might change their position , and there might be , you know There 's also um oh yeah , noise. So the echo cancellation does not really allow for noise. It 's if you have a clean situation but you just have some delays , Then we 'll figure out the right the right set of weights for your taps for your filter in order to produce the effect of those those echos. But um if there 's noise , then the very signal that it 's looking at is corrupted so that it 's decision about what the right you know , right right uh delays are is , uh is right delayed signal is is is uh is incorrect. And so , in a noisy situation , um , also in a in a situation that 's very reverberant with long reverberation times and really long delays , it 's it 's sort of typically impractical. So for those kind of reasons , and also a a c a complete inversion , if you actually I mentioned that it 's kind of hard to really do the inversion of the room acoustics. Um , that 's difficult because um often times the the um the system transfer function is such that when it 's inverted you get something that 's unstable , and so , if you you do your estimate of what the system is , and then you try to invert it , you get a filter that actually uh , you know , rings , and and uh goes to infinity. So it 's so there 's there 's there 's that sort of technical reason , and the fact that things move , and there 's air currents I mean there 's all sorts of all sorts of reasons why it 's not really practical. So for all those kinds of reasons , uh we we we sort of um , concluded we didn't want to in do inversion , and we 're even pretty skeptical of echo cancellation , which isn't really inversion , and um we decided to do this approach of taking uh , just picking uh features , which were uh will give you more something that was more stable , in the presence of , or absence of , room reverberation , and that 's what Brian was trying to do. So , um , let me just say a couple things that I was I was gonna bring up. Uh. Let 's see. I guess you you actually already said this thing about the uh about the consent forms , which was that we now don't have to So this was the human subjects folks who said this , or that that ?
The a apparently I mean , we 're gonna do a revised form , of course. Um but once a person has signed it once , then that 's valid for a certain number of meetings. She wanted me to actually estimate how many meetings and put that on the consent form. I told her that would be a little bit difficult to say. So I think from a s practical standpoint , maybe we could have them do it once every ten meetings , or something. It won't be that many people who do it that often , but um just , you know , so long as they don't forget that they 've done it , I guess.
false
QMSum_198
Is Brian Kingsbury 's work related to that , or is it a different type of reverberation ?
Brian 's Kingsbury 's work is an example of what we did f f from the opposite dogma. Right ? Which is what I was calling the " party line " , which is that uh doing that sort of thing is not really what we want. We want something more flexible , uh i i where people might change their position , and there might be , you know There 's also um oh yeah , noise. So the echo cancellation does not really allow for noise. It 's if you have a clean situation but you just have some delays , Then we 'll figure out the right the right set of weights for your taps for your filter in order to produce the effect of those those echos. But um if there 's noise , then the very signal that it 's looking at is corrupted so that it 's decision about what the right you know , right right uh delays are is , uh is right delayed signal is is is uh is incorrect. And so , in a noisy situation , um , also in a in a situation that 's very reverberant with long reverberation times and really long delays , it 's it 's sort of typically impractical. So for those kind of reasons , and also a a c a complete inversion , if you actually I mentioned that it 's kind of hard to really do the inversion of the room acoustics. Um , that 's difficult because um often times the the um the system transfer function is such that when it 's inverted you get something that 's unstable , and so , if you you do your estimate of what the system is , and then you try to invert it , you get a filter that actually uh , you know , rings , and and uh goes to infinity. So it 's so there 's there 's there 's that sort of technical reason , and the fact that things move , and there 's air currents I mean there 's all sorts of all sorts of reasons why it 's not really practical. So for all those kinds of reasons , uh we we we sort of um , concluded we didn't want to in do inversion , and we 're even pretty skeptical of echo cancellation , which isn't really inversion , and um we decided to do this approach of taking uh , just picking uh features , which were uh will give you more something that was more stable , in the presence of , or absence of , room reverberation , and that 's what Brian was trying to do. So , um , let me just say a couple things that I was I was gonna bring up. Uh. Let 's see. I guess you you actually already said this thing about the uh about the consent forms , which was that we now don't have to So this was the human subjects folks who said this , or that that ?
The a apparently I mean , we 're gonna do a revised form , of course. Um but once a person has signed it once , then that 's valid for a certain number of meetings. She wanted me to actually estimate how many meetings and put that on the consent form. I told her that would be a little bit difficult to say. So I think from a s practical standpoint , maybe we could have them do it once every ten meetings , or something. It won't be that many people who do it that often , but um just , you know , so long as they don't forget that they 've done it , I guess.
OK. Um , back on the data thing , so there 's this sort of one hour , ten hour , a hundred hour sort of thing that that we have. We have we have an hour uh that that is transcribed , we have we have twelve hours that 's recorded but not transcribed , and at the rate we 're going , uh by the end of the semester we 'll have , I don't know , forty or fifty or something , if we if this really uh Well , do we have that much ?
false
QMSum_198
Brian 's Kingsbury 's work is an example of what we did f f from the opposite dogma. Right ? Which is what I was calling the " party line " , which is that uh doing that sort of thing is not really what we want. We want something more flexible , uh i i where people might change their position , and there might be , you know There 's also um oh yeah , noise. So the echo cancellation does not really allow for noise. It 's if you have a clean situation but you just have some delays , Then we 'll figure out the right the right set of weights for your taps for your filter in order to produce the effect of those those echos. But um if there 's noise , then the very signal that it 's looking at is corrupted so that it 's decision about what the right you know , right right uh delays are is , uh is right delayed signal is is is uh is incorrect. And so , in a noisy situation , um , also in a in a situation that 's very reverberant with long reverberation times and really long delays , it 's it 's sort of typically impractical. So for those kind of reasons , and also a a c a complete inversion , if you actually I mentioned that it 's kind of hard to really do the inversion of the room acoustics. Um , that 's difficult because um often times the the um the system transfer function is such that when it 's inverted you get something that 's unstable , and so , if you you do your estimate of what the system is , and then you try to invert it , you get a filter that actually uh , you know , rings , and and uh goes to infinity. So it 's so there 's there 's there 's that sort of technical reason , and the fact that things move , and there 's air currents I mean there 's all sorts of all sorts of reasons why it 's not really practical. So for all those kinds of reasons , uh we we we sort of um , concluded we didn't want to in do inversion , and we 're even pretty skeptical of echo cancellation , which isn't really inversion , and um we decided to do this approach of taking uh , just picking uh features , which were uh will give you more something that was more stable , in the presence of , or absence of , room reverberation , and that 's what Brian was trying to do. So , um , let me just say a couple things that I was I was gonna bring up. Uh. Let 's see. I guess you you actually already said this thing about the uh about the consent forms , which was that we now don't have to So this was the human subjects folks who said this , or that that ?
The a apparently I mean , we 're gonna do a revised form , of course. Um but once a person has signed it once , then that 's valid for a certain number of meetings. She wanted me to actually estimate how many meetings and put that on the consent form. I told her that would be a little bit difficult to say. So I think from a s practical standpoint , maybe we could have them do it once every ten meetings , or something. It won't be that many people who do it that often , but um just , you know , so long as they don't forget that they 've done it , I guess.
OK. Um , back on the data thing , so there 's this sort of one hour , ten hour , a hundred hour sort of thing that that we have. We have we have an hour uh that that is transcribed , we have we have twelve hours that 's recorded but not transcribed , and at the rate we 're going , uh by the end of the semester we 'll have , I don't know , forty or fifty or something , if we if this really uh Well , do we have that much ?
Not really. It 's three to four per week.
false
QMSum_198
The a apparently I mean , we 're gonna do a revised form , of course. Um but once a person has signed it once , then that 's valid for a certain number of meetings. She wanted me to actually estimate how many meetings and put that on the consent form. I told her that would be a little bit difficult to say. So I think from a s practical standpoint , maybe we could have them do it once every ten meetings , or something. It won't be that many people who do it that often , but um just , you know , so long as they don't forget that they 've done it , I guess.
OK. Um , back on the data thing , so there 's this sort of one hour , ten hour , a hundred hour sort of thing that that we have. We have we have an hour uh that that is transcribed , we have we have twelve hours that 's recorded but not transcribed , and at the rate we 're going , uh by the end of the semester we 'll have , I don't know , forty or fifty or something , if we if this really uh Well , do we have that much ?
Not really. It 's three to four per week.
Let 's see , we have
false
QMSum_198
OK. Um , back on the data thing , so there 's this sort of one hour , ten hour , a hundred hour sort of thing that that we have. We have we have an hour uh that that is transcribed , we have we have twelve hours that 's recorded but not transcribed , and at the rate we 're going , uh by the end of the semester we 'll have , I don't know , forty or fifty or something , if we if this really uh Well , do we have that much ?
Not really. It 's three to four per week.
Let 's see , we have
So that 's what You know , that
false
QMSum_198
Not really. It 's three to four per week.
Let 's see , we have
So that 's what You know , that
uh eight weeks , uh is
false
QMSum_198
Let 's see , we have
So that 's what You know , that
uh eight weeks , uh is
So that 's not a lot of hours.
false
QMSum_198
So that 's what You know , that
uh eight weeks , uh is
So that 's not a lot of hours.
Eight weeks times three hours is twenty - four , so that 's Yeah , so like thirty thirty hours ?
false
QMSum_198
uh eight weeks , uh is
So that 's not a lot of hours.
Eight weeks times three hours is twenty - four , so that 's Yeah , so like thirty thirty hours ?
Three Three hours.
false
QMSum_198
So that 's not a lot of hours.
Eight weeks times three hours is twenty - four , so that 's Yeah , so like thirty thirty hours ?
Three Three hours.
Yeah. I mean , is there I know this sounds tough but we 've got the room set up. Um I was starting to think of some projects where you would use well , similar to what we talked about with uh energy detection on the close - talking mikes. There are a number of interesting questions that you can ask about how interactions happen in a meeting , that don't require any transcription. So what are the patterns , the energy patterns over the meeting ? And I 'm really interested in this but we don't have a whole lot of data. So I was thinking , you know , we 've got the room set up and you can always think of , also for political reasons , if ICSI collected you know , two hundred hours , that looks different than forty hours , even if we don't transcribe it ourselves ,
true
QMSum_198
Eight weeks times three hours is twenty - four , so that 's Yeah , so like thirty thirty hours ?
Three Three hours.
Yeah. I mean , is there I know this sounds tough but we 've got the room set up. Um I was starting to think of some projects where you would use well , similar to what we talked about with uh energy detection on the close - talking mikes. There are a number of interesting questions that you can ask about how interactions happen in a meeting , that don't require any transcription. So what are the patterns , the energy patterns over the meeting ? And I 'm really interested in this but we don't have a whole lot of data. So I was thinking , you know , we 've got the room set up and you can always think of , also for political reasons , if ICSI collected you know , two hundred hours , that looks different than forty hours , even if we don't transcribe it ourselves ,
But I don't think we 're gonna stop at the end of this semester.
false
QMSum_198
Three Three hours.
Yeah. I mean , is there I know this sounds tough but we 've got the room set up. Um I was starting to think of some projects where you would use well , similar to what we talked about with uh energy detection on the close - talking mikes. There are a number of interesting questions that you can ask about how interactions happen in a meeting , that don't require any transcription. So what are the patterns , the energy patterns over the meeting ? And I 'm really interested in this but we don't have a whole lot of data. So I was thinking , you know , we 've got the room set up and you can always think of , also for political reasons , if ICSI collected you know , two hundred hours , that looks different than forty hours , even if we don't transcribe it ourselves ,
But I don't think we 're gonna stop at the end of this semester.
so
false
QMSum_198
Yeah. I mean , is there I know this sounds tough but we 've got the room set up. Um I was starting to think of some projects where you would use well , similar to what we talked about with uh energy detection on the close - talking mikes. There are a number of interesting questions that you can ask about how interactions happen in a meeting , that don't require any transcription. So what are the patterns , the energy patterns over the meeting ? And I 'm really interested in this but we don't have a whole lot of data. So I was thinking , you know , we 've got the room set up and you can always think of , also for political reasons , if ICSI collected you know , two hundred hours , that looks different than forty hours , even if we don't transcribe it ourselves ,
But I don't think we 're gonna stop at the end of this semester.
so
Right ? So , I th I think that if we are able to keep that up for a few months , we are gonna have more like a hundred hours.
false
QMSum_198
But I don't think we 're gonna stop at the end of this semester.
so
Right ? So , I th I think that if we are able to keep that up for a few months , we are gonna have more like a hundred hours.
I mean , is there Are there any other meetings here that we can record , especially meetings that have some kind of conflict in them or some kind of deci I mean , that are less well I don't uh , that have some more emotional aspects to them , or strong
false
QMSum_198
so
Right ? So , I th I think that if we are able to keep that up for a few months , we are gonna have more like a hundred hours.
I mean , is there Are there any other meetings here that we can record , especially meetings that have some kind of conflict in them or some kind of deci I mean , that are less well I don't uh , that have some more emotional aspects to them , or strong
We had some good ones earlier.
false
QMSum_198
Right ? So , I th I think that if we are able to keep that up for a few months , we are gonna have more like a hundred hours.
I mean , is there Are there any other meetings here that we can record , especially meetings that have some kind of conflict in them or some kind of deci I mean , that are less well I don't uh , that have some more emotional aspects to them , or strong
We had some good ones earlier.
There 's laughter , um I 'm talking more about strong differences of opinion meetings , maybe with manager types , or
false
QMSum_198
I mean , is there Are there any other meetings here that we can record , especially meetings that have some kind of conflict in them or some kind of deci I mean , that are less well I don't uh , that have some more emotional aspects to them , or strong
We had some good ones earlier.
There 's laughter , um I 'm talking more about strong differences of opinion meetings , maybe with manager types , or
I think it 's hard to record those.
false
QMSum_198
We had some good ones earlier.
There 's laughter , um I 'm talking more about strong differences of opinion meetings , maybe with manager types , or
I think it 's hard to record those.
To be allowed to record them ?
false
QMSum_198
There 's laughter , um I 'm talking more about strong differences of opinion meetings , maybe with manager types , or
I think it 's hard to record those.
To be allowed to record them ?
It 's also likely that people will cancel out afterwards.
false
QMSum_198
I think it 's hard to record those.
To be allowed to record them ?
It 's also likely that people will cancel out afterwards.
OK.
false
QMSum_198
To be allowed to record them ?
It 's also likely that people will cancel out afterwards.
OK.
Yeah , people will get
false
QMSum_198
It 's also likely that people will cancel out afterwards.
OK.
Yeah , people will get
But I but I wanted to raise the KPFA idea.
false
QMSum_198
OK.
Yeah , people will get
But I but I wanted to raise the KPFA idea.
OK. Well , if there is , anyway.
false
QMSum_198
Yeah , people will get
But I but I wanted to raise the KPFA idea.
OK. Well , if there is , anyway.
Yeah , I was gonna mention that.
false
QMSum_198
But I but I wanted to raise the KPFA idea.
OK. Well , if there is , anyway.
Yeah , I was gonna mention that.
Oh , that 's a good idea. That 's That would be a good match.
false
QMSum_198
OK. Well , if there is , anyway.
Yeah , I was gonna mention that.
Oh , that 's a good idea. That 's That would be a good match.
Yeah. So Yeah. So I I uh , I I 'd mentioned to Adam , and that was another thing I was gonna talk uh , mention to them before that uh there 's uh It it oc it occurred to me that we might be able to get some additional data by talking to uh acquaintances in local broadcast media. Because , you know , we had talked before about the problem about using found data , that that uh it 's just set up however they have it set up and we don't have any say about it and it 's typically one microphone , in a , uh , uh or and and so it doesn't really give us the the the uh characteristics we want. Um and so I do think we 're gonna continue recording here and record what we can. But um , it did occur to me that we could go to friends in broadcast media and say " hey you have this panel show , or this you know , this discussion show , and um can you record multi - channel ? " And uh they may be willing to record it uh with
false
QMSum_198
Yeah , I was gonna mention that.
Oh , that 's a good idea. That 's That would be a good match.
Yeah. So Yeah. So I I uh , I I 'd mentioned to Adam , and that was another thing I was gonna talk uh , mention to them before that uh there 's uh It it oc it occurred to me that we might be able to get some additional data by talking to uh acquaintances in local broadcast media. Because , you know , we had talked before about the problem about using found data , that that uh it 's just set up however they have it set up and we don't have any say about it and it 's typically one microphone , in a , uh , uh or and and so it doesn't really give us the the the uh characteristics we want. Um and so I do think we 're gonna continue recording here and record what we can. But um , it did occur to me that we could go to friends in broadcast media and say " hey you have this panel show , or this you know , this discussion show , and um can you record multi - channel ? " And uh they may be willing to record it uh with
With lapel mikes or something ?
false
QMSum_198
Oh , that 's a good idea. That 's That would be a good match.
Yeah. So Yeah. So I I uh , I I 'd mentioned to Adam , and that was another thing I was gonna talk uh , mention to them before that uh there 's uh It it oc it occurred to me that we might be able to get some additional data by talking to uh acquaintances in local broadcast media. Because , you know , we had talked before about the problem about using found data , that that uh it 's just set up however they have it set up and we don't have any say about it and it 's typically one microphone , in a , uh , uh or and and so it doesn't really give us the the the uh characteristics we want. Um and so I do think we 're gonna continue recording here and record what we can. But um , it did occur to me that we could go to friends in broadcast media and say " hey you have this panel show , or this you know , this discussion show , and um can you record multi - channel ? " And uh they may be willing to record it uh with
With lapel mikes or something ?
Well , they probably already use lapel , but they might be able to have it it wouldn't be that weird for them to have another mike that was somewhat distant.
false
QMSum_198
Yeah. So Yeah. So I I uh , I I 'd mentioned to Adam , and that was another thing I was gonna talk uh , mention to them before that uh there 's uh It it oc it occurred to me that we might be able to get some additional data by talking to uh acquaintances in local broadcast media. Because , you know , we had talked before about the problem about using found data , that that uh it 's just set up however they have it set up and we don't have any say about it and it 's typically one microphone , in a , uh , uh or and and so it doesn't really give us the the the uh characteristics we want. Um and so I do think we 're gonna continue recording here and record what we can. But um , it did occur to me that we could go to friends in broadcast media and say " hey you have this panel show , or this you know , this discussion show , and um can you record multi - channel ? " And uh they may be willing to record it uh with
With lapel mikes or something ?
Well , they probably already use lapel , but they might be able to have it it wouldn't be that weird for them to have another mike that was somewhat distant.
Right.
false
QMSum_198
With lapel mikes or something ?
Well , they probably already use lapel , but they might be able to have it it wouldn't be that weird for them to have another mike that was somewhat distant.
Right.
It wouldn't be exactly this setup , but it would be that sort of thing , and what we were gonna get from UW , you know , assuming they they they start recording , isn't als also is not going to be this exact setup.
false
QMSum_198
Well , they probably already use lapel , but they might be able to have it it wouldn't be that weird for them to have another mike that was somewhat distant.
Right.
It wouldn't be exactly this setup , but it would be that sort of thing , and what we were gonna get from UW , you know , assuming they they they start recording , isn't als also is not going to be this exact setup.
Right. No , I think that 'd be great , if we can get more data.
false
QMSum_198
Right.
It wouldn't be exactly this setup , but it would be that sort of thing , and what we were gonna get from UW , you know , assuming they they they start recording , isn't als also is not going to be this exact setup.
Right. No , I think that 'd be great , if we can get more data.
So , I I I I was thinking of looking into that. the other thing that occurred to me after we had that discussion , in fact , is that it 's even possible , since of course , many radio shows are not live , uh that we could invite them to have like some of their record some of their shows here.
false
QMSum_198
It wouldn't be exactly this setup , but it would be that sort of thing , and what we were gonna get from UW , you know , assuming they they they start recording , isn't als also is not going to be this exact setup.
Right. No , I think that 'd be great , if we can get more data.
So , I I I I was thinking of looking into that. the other thing that occurred to me after we had that discussion , in fact , is that it 's even possible , since of course , many radio shows are not live , uh that we could invite them to have like some of their record some of their shows here.
Wow !
false
QMSum_198
Right. No , I think that 'd be great , if we can get more data.
So , I I I I was thinking of looking into that. the other thing that occurred to me after we had that discussion , in fact , is that it 's even possible , since of course , many radio shows are not live , uh that we could invite them to have like some of their record some of their shows here.
Wow !
Well Or The thing is , they 're not as averse to wearing one of these head - mount I mean , they 're on the radio ,
false
QMSum_198
So , I I I I was thinking of looking into that. the other thing that occurred to me after we had that discussion , in fact , is that it 's even possible , since of course , many radio shows are not live , uh that we could invite them to have like some of their record some of their shows here.
Wow !
Well Or The thing is , they 're not as averse to wearing one of these head - mount I mean , they 're on the radio ,
Right , as we are.
false
QMSum_198
Wow !
Well Or The thing is , they 're not as averse to wearing one of these head - mount I mean , they 're on the radio ,
Right , as we are.
right ? So. Um , I think that 'd be fantastic
false
QMSum_198
Well Or The thing is , they 're not as averse to wearing one of these head - mount I mean , they 're on the radio ,
Right , as we are.
right ? So. Um , I think that 'd be fantastic
Right.
false
QMSum_198
Right , as we are.
right ? So. Um , I think that 'd be fantastic
Right.
cuz those kinds of panels and Those have interesting
false
QMSum_198
right ? So. Um , I think that 'd be fantastic
Right.
cuz those kinds of panels and Those have interesting
Yeah.
false
QMSum_198
Right.
cuz those kinds of panels and Those have interesting
Yeah.
Th - that 's an a side of style a style that we 're not collecting here , so it 'd be great.
false
QMSum_198
cuz those kinds of panels and Those have interesting
Yeah.
Th - that 's an a side of style a style that we 're not collecting here , so it 'd be great.
And and the I mean , the other side to it was the what which is where we were coming from I 'll I 'll talk to you more about it later is that is that there 's there 's uh the radio stations and television stations already have stuff worked out presumably , uh related to , you know , legal issues and and permissions and all that. I mean , they already do what they do do whatever they do. So it 's uh , it 's So it 's so it 's another source. So I think it 's something we should look into , you know , we 'll collect what we collect here hopefully they will collect more at UW also and um and maybe we have this other source. But yeah I think that it 's not unreasonable to aim at getting , you know , significantly in excess of a hundred hours. I mean , that was sort of our goal. The thing was , I was hoping that we could @ @ in the under this controlled situation we could at least collect , you know , thirty to fifty hours. And at the rate we 're going we 'll get pretty close to that I think this semester. And if we continue to collect some next semester , I think we should , uh
false
QMSum_198
Yeah.
Th - that 's an a side of style a style that we 're not collecting here , so it 'd be great.
And and the I mean , the other side to it was the what which is where we were coming from I 'll I 'll talk to you more about it later is that is that there 's there 's uh the radio stations and television stations already have stuff worked out presumably , uh related to , you know , legal issues and and permissions and all that. I mean , they already do what they do do whatever they do. So it 's uh , it 's So it 's so it 's another source. So I think it 's something we should look into , you know , we 'll collect what we collect here hopefully they will collect more at UW also and um and maybe we have this other source. But yeah I think that it 's not unreasonable to aim at getting , you know , significantly in excess of a hundred hours. I mean , that was sort of our goal. The thing was , I was hoping that we could @ @ in the under this controlled situation we could at least collect , you know , thirty to fifty hours. And at the rate we 're going we 'll get pretty close to that I think this semester. And if we continue to collect some next semester , I think we should , uh
Right. Yeah I was mostly trying to think , " OK , if you start a project , within say a month , you know , how much data do you have to work with. And you you wanna s you wanna sort of fr freeze your your data for awhile so um right now and we don't have the transcripts back yet from IBM right ? Do Oh , do we now ?
false
QMSum_198
Th - that 's an a side of style a style that we 're not collecting here , so it 'd be great.
And and the I mean , the other side to it was the what which is where we were coming from I 'll I 'll talk to you more about it later is that is that there 's there 's uh the radio stations and television stations already have stuff worked out presumably , uh related to , you know , legal issues and and permissions and all that. I mean , they already do what they do do whatever they do. So it 's uh , it 's So it 's so it 's another source. So I think it 's something we should look into , you know , we 'll collect what we collect here hopefully they will collect more at UW also and um and maybe we have this other source. But yeah I think that it 's not unreasonable to aim at getting , you know , significantly in excess of a hundred hours. I mean , that was sort of our goal. The thing was , I was hoping that we could @ @ in the under this controlled situation we could at least collect , you know , thirty to fifty hours. And at the rate we 're going we 'll get pretty close to that I think this semester. And if we continue to collect some next semester , I think we should , uh
Right. Yeah I was mostly trying to think , " OK , if you start a project , within say a month , you know , how much data do you have to work with. And you you wanna s you wanna sort of fr freeze your your data for awhile so um right now and we don't have the transcripts back yet from IBM right ? Do Oh , do we now ?
Well , we don't even have it for this f you know , forty - five minutes , that was
false
QMSum_198
And and the I mean , the other side to it was the what which is where we were coming from I 'll I 'll talk to you more about it later is that is that there 's there 's uh the radio stations and television stations already have stuff worked out presumably , uh related to , you know , legal issues and and permissions and all that. I mean , they already do what they do do whatever they do. So it 's uh , it 's So it 's so it 's another source. So I think it 's something we should look into , you know , we 'll collect what we collect here hopefully they will collect more at UW also and um and maybe we have this other source. But yeah I think that it 's not unreasonable to aim at getting , you know , significantly in excess of a hundred hours. I mean , that was sort of our goal. The thing was , I was hoping that we could @ @ in the under this controlled situation we could at least collect , you know , thirty to fifty hours. And at the rate we 're going we 'll get pretty close to that I think this semester. And if we continue to collect some next semester , I think we should , uh
Right. Yeah I was mostly trying to think , " OK , if you start a project , within say a month , you know , how much data do you have to work with. And you you wanna s you wanna sort of fr freeze your your data for awhile so um right now and we don't have the transcripts back yet from IBM right ? Do Oh , do we now ?
Well , we don't even have it for this f you know , forty - five minutes , that was
So um , not complaining , I was just trying to think , you know , what kinds of projects can you do now versus uh six months from now
false
QMSum_198
Right. Yeah I was mostly trying to think , " OK , if you start a project , within say a month , you know , how much data do you have to work with. And you you wanna s you wanna sort of fr freeze your your data for awhile so um right now and we don't have the transcripts back yet from IBM right ? Do Oh , do we now ?
Well , we don't even have it for this f you know , forty - five minutes , that was
So um , not complaining , I was just trying to think , you know , what kinds of projects can you do now versus uh six months from now
Yeah.
false
QMSum_198
Well , we don't even have it for this f you know , forty - five minutes , that was
So um , not complaining , I was just trying to think , you know , what kinds of projects can you do now versus uh six months from now
Yeah.
and they 're pretty different , because
false
QMSum_198
So um , not complaining , I was just trying to think , you know , what kinds of projects can you do now versus uh six months from now
Yeah.
and they 're pretty different , because
Yeah. So I was thinking right now it 's sort of this exploratory stuff where you you look at the data , you use some primitive measures and get a feeling for what the scatter plots look like ,
false
QMSum_198
Yeah.
and they 're pretty different , because
Yeah. So I was thinking right now it 's sort of this exploratory stuff where you you look at the data , you use some primitive measures and get a feeling for what the scatter plots look like ,
Right.
false
QMSum_198
and they 're pretty different , because
Yeah. So I was thinking right now it 's sort of this exploratory stuff where you you look at the data , you use some primitive measures and get a feeling for what the scatter plots look like ,
Right.
um Right. Right , right.
false
QMSum_198
Yeah. So I was thinking right now it 's sort of this exploratory stuff where you you look at the data , you use some primitive measures and get a feeling for what the scatter plots look like ,
Right.
um Right. Right , right.
and and and uh and meanwhile we collect , and it 's more like yeah , three months from now , or six months from now you can you can do a lot of other things.
false
QMSum_198
Right.
um Right. Right , right.
and and and uh and meanwhile we collect , and it 's more like yeah , three months from now , or six months from now you can you can do a lot of other things.
Cuz I 'm not actually sure , just logistically that I can spend you know , I don't wanna charge the time that I have on the project too early , before there 's enough data to make good use of the time. And that 's and especially with the student
false
QMSum_198
um Right. Right , right.
and and and uh and meanwhile we collect , and it 's more like yeah , three months from now , or six months from now you can you can do a lot of other things.
Cuz I 'm not actually sure , just logistically that I can spend you know , I don't wanna charge the time that I have on the project too early , before there 's enough data to make good use of the time. And that 's and especially with the student
Right.
false
QMSum_198
and and and uh and meanwhile we collect , and it 's more like yeah , three months from now , or six months from now you can you can do a lot of other things.
Cuz I 'm not actually sure , just logistically that I can spend you know , I don't wanna charge the time that I have on the project too early , before there 's enough data to make good use of the time. And that 's and especially with the student
Right.
uh for instance this guy who seems
false
QMSum_198
Cuz I 'm not actually sure , just logistically that I can spend you know , I don't wanna charge the time that I have on the project too early , before there 's enough data to make good use of the time. And that 's and especially with the student
Right.
uh for instance this guy who seems
Yeah.
false
QMSum_198
Right.
uh for instance this guy who seems
Yeah.
Uh anyway , I shouldn't say too much , but um if someone came that was great and wanted to do some real work and they have to end by the end of this school year in the spring , how much data will I have to work with , with that person. And so it 's
false
QMSum_198
uh for instance this guy who seems
Yeah.
Uh anyway , I shouldn't say too much , but um if someone came that was great and wanted to do some real work and they have to end by the end of this school year in the spring , how much data will I have to work with , with that person. And so it 's
i Yeah , so I would think , exploratory things now. Uh , three months from now Um , I mean the transcriptions I think are a bit of an unknown cuz we haven't gotten those back yet as far as the timing , but I think as far as the collection , it doesn't seem to me l like , uh , unreasonable to say that uh in January , you know , ro roughly uh which is roughly three months from now , we should have at least something like , you know , twenty - five , thirty hours.
false
QMSum_198
Yeah.
Uh anyway , I shouldn't say too much , but um if someone came that was great and wanted to do some real work and they have to end by the end of this school year in the spring , how much data will I have to work with , with that person. And so it 's
i Yeah , so I would think , exploratory things now. Uh , three months from now Um , I mean the transcriptions I think are a bit of an unknown cuz we haven't gotten those back yet as far as the timing , but I think as far as the collection , it doesn't seem to me l like , uh , unreasonable to say that uh in January , you know , ro roughly uh which is roughly three months from now , we should have at least something like , you know , twenty - five , thirty hours.
And we just don't know about the transcription part of that ,
false
QMSum_198
Uh anyway , I shouldn't say too much , but um if someone came that was great and wanted to do some real work and they have to end by the end of this school year in the spring , how much data will I have to work with , with that person. And so it 's
i Yeah , so I would think , exploratory things now. Uh , three months from now Um , I mean the transcriptions I think are a bit of an unknown cuz we haven't gotten those back yet as far as the timing , but I think as far as the collection , it doesn't seem to me l like , uh , unreasonable to say that uh in January , you know , ro roughly uh which is roughly three months from now , we should have at least something like , you know , twenty - five , thirty hours.
And we just don't know about the transcription part of that ,
So that 's
false
QMSum_198
i Yeah , so I would think , exploratory things now. Uh , three months from now Um , I mean the transcriptions I think are a bit of an unknown cuz we haven't gotten those back yet as far as the timing , but I think as far as the collection , it doesn't seem to me l like , uh , unreasonable to say that uh in January , you know , ro roughly uh which is roughly three months from now , we should have at least something like , you know , twenty - five , thirty hours.
And we just don't know about the transcription part of that ,
So that 's
Yeah , we need to I think that there 's a possibility that the transcript will need to be adjusted afterwards ,
false
QMSum_198
And we just don't know about the transcription part of that ,
So that 's
Yeah , we need to I think that there 's a possibility that the transcript will need to be adjusted afterwards ,
so. I mean , it
false
QMSum_198
So that 's
Yeah , we need to I think that there 's a possibility that the transcript will need to be adjusted afterwards ,
so. I mean , it
and uh es especially since these people won't be uh used to dealing with multi - channel uh transcriptions.
false
QMSum_198
Yeah , we need to I think that there 's a possibility that the transcript will need to be adjusted afterwards ,
so. I mean , it
and uh es especially since these people won't be uh used to dealing with multi - channel uh transcriptions.
Right.
false
QMSum_198
so. I mean , it
and uh es especially since these people won't be uh used to dealing with multi - channel uh transcriptions.
Right.
Yeah.
false
QMSum_198
and uh es especially since these people won't be uh used to dealing with multi - channel uh transcriptions.
Right.
Yeah.
So I think that we 'll need to adjust some And also if we wanna add things like um , well , more refined coding of overlaps , then definitely I think we should count on having an extra pass through. I wanted to ask another a a aspect of the data collection. There 'd be no reason why a person couldn't get together several uh , you know , friends , and come and argue about a topic if they wanted to , right ?
false
QMSum_198
Right.
Yeah.
So I think that we 'll need to adjust some And also if we wanna add things like um , well , more refined coding of overlaps , then definitely I think we should count on having an extra pass through. I wanted to ask another a a aspect of the data collection. There 'd be no reason why a person couldn't get together several uh , you know , friends , and come and argue about a topic if they wanted to , right ?
If they really have something they wanna talk about as opposed to something @ @ I mean , what we 're trying to stay away from was artificial constructions , but I think if it 's a real Why not ? Yeah.
false
QMSum_198
Yeah.
So I think that we 'll need to adjust some And also if we wanna add things like um , well , more refined coding of overlaps , then definitely I think we should count on having an extra pass through. I wanted to ask another a a aspect of the data collection. There 'd be no reason why a person couldn't get together several uh , you know , friends , and come and argue about a topic if they wanted to , right ?
If they really have something they wanna talk about as opposed to something @ @ I mean , what we 're trying to stay away from was artificial constructions , but I think if it 's a real Why not ? Yeah.
I mean , I 'm thinking , politically
false
QMSum_198
So I think that we 'll need to adjust some And also if we wanna add things like um , well , more refined coding of overlaps , then definitely I think we should count on having an extra pass through. I wanted to ask another a a aspect of the data collection. There 'd be no reason why a person couldn't get together several uh , you know , friends , and come and argue about a topic if they wanted to , right ?
If they really have something they wanna talk about as opposed to something @ @ I mean , what we 're trying to stay away from was artificial constructions , but I think if it 's a real Why not ? Yeah.
I mean , I 'm thinking , politically
Stage some political debates.
false
QMSum_198
If they really have something they wanna talk about as opposed to something @ @ I mean , what we 're trying to stay away from was artificial constructions , but I think if it 's a real Why not ? Yeah.
I mean , I 'm thinking , politically
Stage some political debates.
You could do this ,
false
QMSum_198
I mean , I 'm thinking , politically
Stage some political debates.
You could do this ,
Well yeah ,
false
QMSum_198
Stage some political debates.
You could do this ,
Well yeah ,
you know. You could.
false
QMSum_198
You could do this ,
Well yeah ,
you know. You could.
or just if you 're if you ha If there are meetings here that happen that we can record even if we don't um have them do the digits , or maybe have them do a shorter digit thing like if it was , you know , uh , one string of digits , or something , they 'd probably be willing to do.
false
QMSum_198
Well yeah ,
you know. You could.
or just if you 're if you ha If there are meetings here that happen that we can record even if we don't um have them do the digits , or maybe have them do a shorter digit thing like if it was , you know , uh , one string of digits , or something , they 'd probably be willing to do.
We don't have to do the digits at all if we don't want to.
false
QMSum_198
you know. You could.
or just if you 're if you ha If there are meetings here that happen that we can record even if we don't um have them do the digits , or maybe have them do a shorter digit thing like if it was , you know , uh , one string of digits , or something , they 'd probably be willing to do.
We don't have to do the digits at all if we don't want to.
Then , having the data is very valuable , cuz I think it 's um politically better for us to say we have this many hours of audio data , especially with the ITR , if we put in a proposal on it. It 'll just look like ICSI 's collected a lot more audio data. Um , whether it 's transcribed or not um , is another issue , but there 's there are research questions you can answer without the transcriptions , or at least that you can start to answer.
false
QMSum_198
or just if you 're if you ha If there are meetings here that happen that we can record even if we don't um have them do the digits , or maybe have them do a shorter digit thing like if it was , you know , uh , one string of digits , or something , they 'd probably be willing to do.
We don't have to do the digits at all if we don't want to.
Then , having the data is very valuable , cuz I think it 's um politically better for us to say we have this many hours of audio data , especially with the ITR , if we put in a proposal on it. It 'll just look like ICSI 's collected a lot more audio data. Um , whether it 's transcribed or not um , is another issue , but there 's there are research questions you can answer without the transcriptions , or at least that you can start to answer.
It seems like you could hold some meetings.
false
QMSum_198
We don't have to do the digits at all if we don't want to.
Then , having the data is very valuable , cuz I think it 's um politically better for us to say we have this many hours of audio data , especially with the ITR , if we put in a proposal on it. It 'll just look like ICSI 's collected a lot more audio data. Um , whether it 's transcribed or not um , is another issue , but there 's there are research questions you can answer without the transcriptions , or at least that you can start to answer.
It seems like you could hold some meetings.
Yep.
false
QMSum_198
Then , having the data is very valuable , cuz I think it 's um politically better for us to say we have this many hours of audio data , especially with the ITR , if we put in a proposal on it. It 'll just look like ICSI 's collected a lot more audio data. Um , whether it 's transcribed or not um , is another issue , but there 's there are research questions you can answer without the transcriptions , or at least that you can start to answer.
It seems like you could hold some meetings.
Yep.
You know , you and maybe Adam ?
false
QMSum_198
It seems like you could hold some meetings.
Yep.
You know , you and maybe Adam ?
So.
false
QMSum_198
Yep.
You know , you and maybe Adam ?
So.
You you could you could maybe hold some additional meetings , if you wanted.
false
QMSum_198
You know , you and maybe Adam ?
So.
You you could you could maybe hold some additional meetings , if you wanted.
Would it help at all I mean , we 're already talking about sort of two levels of detail in meetings. One is uh um without doing the digits Or , I guess the full - blown one is where you do the digits , and everything , and then talk about doing it without digits , what if we had another level , just to collect data , which is without the headsets and we just did the table - mounted stuff.
false
QMSum_198
So.
You you could you could maybe hold some additional meetings , if you wanted.
Would it help at all I mean , we 're already talking about sort of two levels of detail in meetings. One is uh um without doing the digits Or , I guess the full - blown one is where you do the digits , and everything , and then talk about doing it without digits , what if we had another level , just to collect data , which is without the headsets and we just did the table - mounted stuff.
Need the close - talking mikes.
false
QMSum_198
You you could you could maybe hold some additional meetings , if you wanted.
Would it help at all I mean , we 're already talking about sort of two levels of detail in meetings. One is uh um without doing the digits Or , I guess the full - blown one is where you do the digits , and everything , and then talk about doing it without digits , what if we had another level , just to collect data , which is without the headsets and we just did the table - mounted stuff.
Need the close - talking mikes.
You do , OK.
false
QMSum_198
Would it help at all I mean , we 're already talking about sort of two levels of detail in meetings. One is uh um without doing the digits Or , I guess the full - blown one is where you do the digits , and everything , and then talk about doing it without digits , what if we had another level , just to collect data , which is without the headsets and we just did the table - mounted stuff.
Need the close - talking mikes.
You do , OK.
I mean , absolutely ,
false
QMSum_198
Need the close - talking mikes.
You do , OK.
I mean , absolutely ,
Yeah. Yeah.
false
QMSum_198
You do , OK.
I mean , absolutely ,
Yeah. Yeah.
yeah. I 'm really scared
false
QMSum_198
I mean , absolutely ,
Yeah. Yeah.
yeah. I 'm really scared
It seems like it 's a big part of this corpus is to have the close - talking mikes.
false
QMSum_198
Yeah. Yeah.
yeah. I 'm really scared
It seems like it 's a big part of this corpus is to have the close - talking mikes.
I see , OK.
false
QMSum_198
yeah. I 'm really scared
It seems like it 's a big part of this corpus is to have the close - talking mikes.
I see , OK.
Um or at least , like , me personally ? I would I couldn't use that data.
false
QMSum_198
It seems like it 's a big part of this corpus is to have the close - talking mikes.
I see , OK.
Um or at least , like , me personally ? I would I couldn't use that data.
Yeah.
false
QMSum_198
I see , OK.
Um or at least , like , me personally ? I would I couldn't use that data.
Yeah.
I agree. And Mari also ,
false
QMSum_198
Um or at least , like , me personally ? I would I couldn't use that data.
Yeah.
I agree. And Mari also ,
Um.
false
QMSum_198