0:00:06i
0:00:07you start by one percent
0:00:10this evaluation this was and therefore we made penis paying two years ago
0:00:17this is the line of the presentation um
0:00:20i
0:00:21talk about the compass timeout duration than i would describe the this conditions
0:00:26which are more much liking the nist evaluation
0:00:30uh evaluations
0:00:31we took uh nist evaluations as us
0:00:35um an example and
0:00:37i understand that in fact
0:00:39so we can be uh
0:00:41maybe uh
0:00:42and ninety percent off
0:00:44the condition
0:00:45then uh i will describe
0:00:47uh basically
0:00:49we thought as possible
0:00:51uh the results and then give some conclusions
0:00:57well uh
0:00:58this uh evaluation was uh supported by the spanish thematic network on speech technology to spain
0:01:04uh it was uh uh but the feed the any of what's up on speech than only one was
0:01:09that can be bought in november
0:01:12with us tonight
0:01:14and in that but in that uh were so um
0:01:17the what the other two other operations on the speech trouble relation
0:01:22and screens
0:01:23speech synthesis
0:01:24but wrong
0:01:25the language recognition evaluation
0:01:27i don't you know
0:01:29and the what the was another motivation which was that uh or group was interested in developing
0:01:36language recognition did not you for uh
0:01:39spokane document retrieval applications
0:01:43well what we see on all the points we have
0:01:47we had in mind
0:01:48when you sign in the evaluation
0:01:50uh
0:01:51well to promote collaboration between research group
0:01:54in this pain also portable
0:01:57uh secondly uh
0:01:59to provide
0:02:00i speech database
0:02:01a specifically designed
0:02:03two
0:02:04uh perform and recognition in the language in spain
0:02:08therefore languages in spain
0:02:10not everybody knows that
0:02:12yeah that
0:02:13four official languages spoken in spain
0:02:16and
0:02:18then a another motivation was uh to ms word accuracy
0:02:22that the state of the art systems
0:02:24good a time for for this particular application
0:02:28because these languages uh
0:02:30yeah
0:02:31how people in jointly in spain
0:02:35so uh maybe this task
0:02:37could be more challenging than
0:02:39we could expect
0:02:41and finally uh mister
0:02:44this was a diffuse your uh motivation
0:02:47maybe for some you
0:02:49to mister the performance of systems developed
0:02:52on a limited
0:02:52a month
0:02:53data
0:02:56well uh the language
0:02:58detection task was defined
0:02:59same way of as for nist
0:03:01i don't describe this is
0:03:03the same
0:03:04or been described
0:03:06they were
0:03:08uh
0:03:11yeah that's
0:03:12and this can be assumes
0:03:13simple
0:03:14uh
0:03:15uh
0:03:16what is the
0:03:17described here this this is like
0:03:19uh the current system development which is
0:03:22a special one
0:03:23and we need differentiate
0:03:26yeah between uh
0:03:28systems developed uh in three conditions
0:03:31using any available materials
0:03:34and systems uh developed
0:03:36using only
0:03:38did the date that we provide
0:03:40okay
0:03:40that was very special for this evaluation
0:03:43we were interested in putting all the teams
0:03:46at the same point
0:03:47to develop their systems
0:03:49and then to evaluate
0:03:50what they could
0:03:51do
0:03:52starting from the
0:03:53okay
0:03:54well
0:03:55regarding the set of trials we define it as for nist the closest set
0:03:59uh this to one nation open set this one ratio
0:04:03uh we also be fine
0:04:05fig kind of segments
0:04:06of uh for a second and second and three seconds segments
0:04:11um we uh defined we used
0:04:13the same performance measures
0:04:15uh also uh defined by nice
0:04:19you have
0:04:20uh scene
0:04:22this must or sin
0:04:23the previous presentation
0:04:26average calls
0:04:27we also use
0:04:28the seattle area
0:04:30and finally that the course to
0:04:32give uh qualitative
0:04:34uh evaluation
0:04:35systems
0:04:36we uh we define the same priors and colours
0:04:40of the last
0:04:41to understand what we
0:04:45well then database way to record it
0:04:49it was found that call
0:04:50okay
0:04:51i recorded the database
0:04:53from T V
0:04:53in my home
0:04:56uh just connecting idea to record the to the
0:04:59to the decoder
0:05:00the
0:05:01couple T V reporter
0:05:03and is described in the paper that a right
0:05:07two thousand two
0:05:09so it it it um important for target languages
0:05:12spanish out on a second at least yeah
0:05:16and also all the languages
0:05:17just to i love open set test
0:05:20uh the languages
0:05:22uh
0:05:23where friends portable used your money and english
0:05:26five or two case is not so close to spanish that you can
0:05:30uh
0:05:31fig
0:05:31so
0:05:33for you want to these people uh
0:05:35find many different
0:05:37um the spanish too
0:05:38it should
0:05:39with the language
0:05:40well uh audio files uh where uh what files yeah
0:05:44um
0:05:45sixteen Q don't hurt
0:05:46uh
0:05:47uh the last frequencies
0:05:49sampling frequency
0:05:50yeah well they were single channel
0:05:52fig ten bits per sample compressed
0:05:55P C M
0:05:56uh this is another dot
0:05:58friends with about the nist evaluation
0:06:01speech signals would all start from T V souls including
0:06:05a lot of speech or spontaneous
0:06:06speech
0:06:07what kind of environment conditions
0:06:09uh yeah
0:06:11for instance that could be
0:06:12three speakers as speaking enough to be
0:06:15second segment
0:06:17so
0:06:17that could be many speakers
0:06:19speaking in the same
0:06:20yeah
0:06:21test set
0:06:23well we define
0:06:24he joins subsets of T V shows
0:06:27to train development and evaluation
0:06:29this was to make to i a guaranteed at different
0:06:33more or less
0:06:34that different speakers
0:06:36uh where in each
0:06:38in it
0:06:38subset
0:06:40and finally the only data bases pretty
0:06:42small
0:06:43four
0:06:44then use a standard
0:06:45it's just a fifty fifty hours long
0:06:49is distributed to
0:06:50C D V D but
0:06:52and um
0:06:53we are just now uh
0:06:56talking with
0:06:56the L D C to the distributed
0:06:59two
0:06:59L D C
0:07:00and the train data set in
0:07:03good
0:07:03yeah
0:07:04last
0:07:05and fifty six hours
0:07:07nine hours per target language
0:07:09we don't provide any uh they got to uh
0:07:13train
0:07:14or something that
0:07:15four
0:07:16oh the seven languages
0:07:17so just
0:07:18nine hours
0:07:19but that the language
0:07:20that's that's all
0:07:21and i audits of languages
0:07:23i'll be uh
0:07:24in the development dataset and in the evaluation that
0:07:28which are more or less the we
0:07:30have more or less the same structure
0:07:32but
0:07:33i don't
0:07:34i would then
0:07:36uh well when defining when deciding that about the database
0:07:40uh we only choose uh
0:07:42tools um
0:07:44high snr as speech
0:07:46described in sediments with
0:07:47right
0:07:48lemma noise
0:07:49uh speech overlaps
0:07:51they or what all of that all of them
0:07:54well fit the foul
0:07:55and the guidance documents for training they'll have to know then
0:08:00restrictions
0:08:02maybe five minutes
0:08:03you could train with a five minute segment
0:08:05with
0:08:07so um but for seven ms for the betterment of automation
0:08:11yeah
0:08:12to cut
0:08:13uh
0:08:13lend restrictions
0:08:15um
0:08:16we are defined automatic
0:08:18a way of constructing them
0:08:21and by ensuring that they would enclosed by silence
0:08:24more or less
0:08:26yeah and in fact the subsets
0:08:29well the subset of
0:08:30three second segment
0:08:31is
0:08:32extracted from the subset
0:08:34subset
0:08:35of
0:08:35then support six seven months
0:08:37and the same way that and second segment
0:08:40subset is extracted from the
0:08:42the the second
0:08:44segments option
0:08:45uh quite difficult but
0:08:47what
0:08:47we tried is to ensure that differences in
0:08:51in performance
0:08:53uh would you only to uh the the land
0:08:56not too
0:08:57um
0:08:58being testing against different material
0:09:02and
0:09:03the where sound tolerance in land
0:09:06we use in fact
0:09:08a segments between
0:09:09three and five seconds
0:09:10ten and twelve seconds and
0:09:12fig the active duty cycle
0:09:14where
0:09:15the door
0:09:16uh interval
0:09:18and finally that they don and that's it
0:09:20and the same for evaluation
0:09:22but uh
0:09:23one though send a candidate segment
0:09:26yeah
0:09:27sue me not i think for the three ratios so the where
0:09:31six hundred seven is but duration
0:09:33and for each iteration there were a one hundred twenty segments but by the language
0:09:38and
0:09:39i know that
0:09:40one hundred twenty seven minutes of all the syllable
0:09:43it's uh
0:09:45i have to say that
0:09:46this uh
0:09:48it means that
0:09:49yeah
0:09:50the where exactly it
0:09:52oh well too
0:09:53uh yeah
0:09:56twenty percent
0:09:57of um
0:09:59uh segments where i'll go
0:10:00from out of seven
0:10:02as
0:10:02in the in both the development and evaluation purposes
0:10:06which might
0:10:07exactly
0:10:08was what
0:10:09what was defined
0:10:10in the
0:10:11in the right
0:10:13thing
0:10:15um
0:10:17well
0:10:17everybody database design
0:10:19the proportions of known languages
0:10:21where mate
0:10:22they rely
0:10:23but difficult for me to promote it
0:10:25a different for development evaluation
0:10:28and to avoid uh
0:10:30tandem systems to reject specifically
0:10:33so uh
0:10:34kerry part of the table of uh
0:10:36the distribution of segments
0:10:38for development and evaluation
0:10:40you can see that
0:10:41there were
0:10:42seventy sevens for friends
0:10:43them for portuguese and
0:10:45forty four english
0:10:46and not for from the element in the development set
0:10:50and evaluation set
0:10:52the drawings were change
0:10:54between for example to be sent english and german
0:10:57so
0:10:58was
0:10:59may
0:11:00this way
0:11:02uh
0:11:03evaluation do simply
0:11:05there were there was on a rotation plan very similar to
0:11:08that companies
0:11:10uh the wherefore class conditions open set free open suppressed it consists of three judge that
0:11:16restrict it
0:11:17and three durations of the web
0:11:19to attract
0:11:20five
0:11:21for it
0:11:22this condition on uh it's fifteen percent just one single primary system
0:11:27and any number of compressed before alternative systems
0:11:31they wanted to pursue
0:11:32ah the solution should be
0:11:34so my submitted by by teams
0:11:37in this uh evaluations format
0:11:40at this file with one hundred trials section
0:11:43fig spline
0:11:45um but this depends what am i committed to specifically specified
0:11:49whether or not the scores may be interpreted
0:11:52us
0:11:52look like
0:11:53oh look
0:11:53like that the errors
0:11:55or not
0:11:56and also to send this presents and to participate um
0:12:01in the ann arbour scene with us tonight
0:12:03and then with evolution evolution works
0:12:06okay
0:12:07systems where one
0:12:08uh in fact according to their average goals
0:12:12and are defined that way
0:12:14in this
0:12:15fancy
0:12:16and
0:12:17though
0:12:18was run it
0:12:19and right now i'm not work for the best system
0:12:23the system the only you'll be in
0:12:25the least
0:12:25the average goes in there
0:12:27see a
0:12:28thirty condition
0:12:30close to restrict it
0:12:31on
0:12:32other subset of
0:12:34uh
0:12:35still be second seven
0:12:38well
0:12:38this was there
0:12:40the scale of their valuation
0:12:42uh
0:12:42in
0:12:44few words
0:12:45the work
0:12:46three months for developing your system
0:12:48and there were three weeks to uh
0:12:50uh process they want vision of
0:12:53and
0:12:54i have to say that uh the database produced the database was produced
0:12:58in
0:12:59three models
0:12:59from april to june
0:13:01depends on a
0:13:02and we also recorded some more um
0:13:06data in september
0:13:08to find something to
0:13:08two
0:13:09uh
0:13:11and uh complete
0:13:12the evaluation on the test
0:13:14okay
0:13:16that that you can find it in the paper
0:13:19well
0:13:20uh
0:13:21i now i begin to describe herself
0:13:24yeah
0:13:25the work for participants
0:13:27displayed in teams
0:13:29percent including systems
0:13:31things were from spain and what about
0:13:34and uh there were two teams percent in a state of the art systems more or less
0:13:39and the two first the first ones
0:13:41T one T two
0:13:43and the other two percent it assistance not
0:13:46specifically designed for uh
0:13:48a language recognition applications so
0:13:51the the source world
0:13:52just the table of uh the average cost
0:13:55four
0:13:56uh thirty second segment
0:13:58you can
0:13:59see that
0:14:00there
0:14:00performance as well
0:14:02very bad
0:14:04so uh in the following that it will only
0:14:08because
0:14:08talk about
0:14:09results of these two two
0:14:11to to
0:14:13okay
0:14:14well
0:14:15yeah no i somersaults uh first the
0:14:18condition i
0:14:20talk about
0:14:21is
0:14:21the the mandatory one
0:14:23for which they almost all the teams have to
0:14:26the centre system
0:14:28you can see here
0:14:29cool
0:14:30that's good
0:14:31um
0:14:33this uh
0:14:34like what this
0:14:35one is uh
0:14:37for a contrastive system funding from T one with
0:14:40in fact
0:14:41uh got the best result
0:14:43the best the average goes
0:14:45but the best primary system was also
0:14:47from T one
0:14:49uh
0:14:50they have the
0:14:51then um
0:14:54okay
0:14:55yeah
0:14:56when
0:14:57when channel
0:14:57this was i
0:14:58okay
0:14:59to say that this was this was in restrictive conditions
0:15:02these systems to come see a
0:15:04big difference with
0:15:06T seem to on T V
0:15:08team one
0:15:09uh because uh
0:15:11they were already uh develop their systems
0:15:14using
0:15:15this to the data provided in this one which
0:15:18not using
0:15:19any other sisters
0:15:20they rely on all the data and all the like
0:15:23okay
0:15:24so when changing to the three conditions
0:15:28uh
0:15:29with
0:15:29see the systems uh got
0:15:32uh
0:15:32much better
0:15:33performance
0:15:34around
0:15:35five percent equal error rate
0:15:37but the
0:15:39in fact we were surprised
0:15:41by this result because we expect it
0:15:43much better results
0:15:45around one percent or less
0:15:47yeah
0:15:49and uh we uh
0:15:51made some experiments afterwards
0:15:53the the the one mission which
0:15:55on system
0:15:57a system that got on there
0:16:00fig
0:16:01he percent or whatever right
0:16:02in the general language recognition task defined in use
0:16:05two thousand seven
0:16:07evaluation
0:16:08and we've got
0:16:09five
0:16:10yeah
0:16:11forty five percent whatever right
0:16:13so
0:16:14five
0:16:15it seems that uh this task
0:16:17mm
0:16:18the task defined for
0:16:19for about seeing this evaluation
0:16:22is
0:16:23uh more difficult than
0:16:24i'm spec
0:16:25okay
0:16:27there are some possible issues not the same that's another thing that data results comparable comparable
0:16:33between the knees
0:16:34evaluation on this evaluation
0:16:36maybe not
0:16:38the statistical significance
0:16:40there are not many uh trials
0:16:42only
0:16:43yeah six hundred there
0:16:44uh
0:16:46but the nation
0:16:47okay
0:16:48and there are also some possible explanations maybe the acoustic variability a speaker's channel
0:16:53background noise
0:16:55there were different conditions
0:16:56and also their phonetic and lexical we
0:16:59but for these
0:17:01uh
0:17:01the phonetic on lexical similarity among body language
0:17:05or more than one
0:17:07the same country
0:17:09oh no
0:17:10many years many centuries
0:17:11what we
0:17:12don't leave so
0:17:14maybe this is the
0:17:15then race
0:17:16in any case
0:17:18size have said that that seems uh challenging enough for that
0:17:22a lot of other research
0:17:24in
0:17:25language recognition technology
0:17:27well
0:17:27yeah this is
0:17:29we have been talking about their clothes
0:17:32set
0:17:32condition now i'm talking about
0:17:35that opens the condition
0:17:36the best performance in this case was
0:17:38worse
0:17:39like for
0:17:41yeah because there are
0:17:43uh well known languages
0:17:44in there
0:17:44the trials
0:17:46and with the systems that the system works around nine percent accurate
0:17:51this case
0:17:52which is almost
0:17:53two times they were raiding the
0:17:55close to completion
0:17:57so that
0:17:57three conditions
0:17:59yeah well
0:18:00or conclusion is that some unknown languages are being confused with body language is maybe or to be some friends
0:18:06we don't know
0:18:09well
0:18:09yeah you have uh
0:18:11there was these results
0:18:12uh the second rate for languages for target languages
0:18:15uh uh for the best system
0:18:18so you can hear you can see for the close
0:18:21set condition i'm for that opens the condition
0:18:24and
0:18:25the green who is for bus
0:18:28which got the best
0:18:29uh performance
0:18:31and then uh
0:18:32right put his fork at a time
0:18:34we've got a
0:18:35worst performance
0:18:36in opens the condition
0:18:38and you can see the uh that bus
0:18:42the change in the performance
0:18:43for bass
0:18:44really
0:18:45it's more
0:18:47also forced by means which is the
0:18:50i think
0:18:51but this is the kid a blue
0:18:53and the power point it's not easy and which also
0:18:56uh wasn't
0:18:57yeah
0:18:57it's performance but not as
0:18:59much as a forecast for qatar
0:19:02so are we have uh analyse this in more time
0:19:06with
0:19:06this table
0:19:07i have to say that
0:19:09there is are a right uh never in the paper
0:19:12uh these numbers are
0:19:13five
0:19:14the uh error rates
0:19:16uh
0:19:17you need some before somehow
0:19:19we missing there
0:19:21in the
0:19:22dialogue now and
0:19:23be false alarm aside diagonal
0:19:25um
0:19:27uh we mistake them as coast
0:19:29so yes this
0:19:30they they did but they soon as the same but
0:19:32the
0:19:34the numbers are not
0:19:35what the paper says
0:19:37they are
0:19:37okay
0:19:38ah as you can
0:19:40there is a reliable recall here
0:19:43the white meaning
0:19:44zero there are and black meaning
0:19:47one
0:19:48the maximum possible error
0:19:51uh yeah
0:19:51so this is for the close and so condition
0:19:54and when changing to the open set
0:19:57conceive here
0:19:59really
0:20:00usually that for at a time
0:20:01no languages
0:20:03tyler
0:20:04you find that
0:20:05um
0:20:06many uh
0:20:07trials
0:20:08corresponding to known languages where
0:20:10confused with qatar
0:20:12that's
0:20:12the origin of
0:20:14that uh changing the core
0:20:17for the open set condition
0:20:19okay
0:20:20uh
0:20:21this assault and not going to comment
0:20:23this because it's the same for us for me is
0:20:26the the performance
0:20:27uh watson's us
0:20:29the
0:20:30double of the land
0:20:31uh is
0:20:32less
0:20:34of the around
0:20:35the segment
0:20:37and uh
0:20:38this is for
0:20:39more interesting for me
0:20:41is
0:20:41because uh
0:20:43you can see
0:20:44what happens when you restrict
0:20:46they get the the bottom we conditions
0:20:49uh you have here um
0:20:51yeah two different teams
0:20:53the blue ones
0:20:54being one
0:20:55the right one is team too
0:20:57and
0:20:58for the uh three
0:21:00condition
0:21:01well then uh got more or less the same
0:21:04performance
0:21:06this
0:21:06to go
0:21:08but for the restricted condition when
0:21:10restricting the materials
0:21:12they could use
0:21:13to double their systems
0:21:16what uh the T one
0:21:18okay
0:21:19the the performance
0:21:21quite close to the
0:21:22to the other condition where is the the other one
0:21:25uh
0:21:26the performance was much
0:21:28much worse
0:21:29the difference
0:21:30it's
0:21:32uh
0:21:33forty percent word
0:21:34a or its goals
0:21:35to uh
0:21:36four hundred percent
0:21:38what are its goals
0:21:40these
0:21:41okay
0:21:41so
0:21:42i think this is important because
0:21:44you can
0:21:45i for me
0:21:46this is spent is much more robust
0:21:48now the other one
0:21:50because it
0:21:51not
0:21:52does
0:21:52does not depend
0:21:54on
0:21:55so much on the materials provided to to trying to to to train it
0:21:59okay
0:22:00well
0:22:01conclusions
0:22:04um
0:22:05well
0:22:06we i thought sent it uh that what was an evaluation involving
0:22:10the official language in spain
0:22:12ask around a listener spanish
0:22:14you seen uh material was a recording from till you drop
0:22:19davis
0:22:20since then uh playing
0:22:22state of technology got around five percent equal error rate
0:22:25in the close set
0:22:26three development condition
0:22:28just
0:22:28what's that
0:22:29the rest for for them
0:22:32and
0:22:33we think
0:22:34that
0:22:34fine task
0:22:35tasks
0:22:36in this uh evaluation
0:22:38my support for the developments in language information technology
0:22:42and uh will we form
0:22:44yeah darkness is its sensitivity to the bottom restrictions
0:22:48depending depending
0:22:50on the system
0:22:52uh
0:22:53from two different systems
0:22:54that
0:22:56uh
0:22:57fig creasing calls
0:22:58what's different
0:23:00for them
0:23:01my thing to be
0:23:03this
0:23:03uh
0:23:05condition i don't know if
0:23:06you are interested in restricting
0:23:08the materials
0:23:10but i think
0:23:11it could be interesting for me assimilation
0:23:14maybe i don't know
0:23:15you are interested but
0:23:17um
0:23:19on finally we found not the same performance um opening languages
0:23:23the best performance was formed for bass
0:23:25and the
0:23:26was performance was from for a time
0:23:29speculating about these
0:23:30we can uh say that bus
0:23:33is uh a special language
0:23:35not romance languages
0:23:37uh data
0:23:38its origins are different
0:23:40oh
0:23:40all the languages in spain
0:23:43and contamination roma's language
0:23:45which you may be
0:23:46usually confused
0:23:48people by the systems
0:23:50with portuguese or
0:23:51maybe friends
0:23:53or maybe
0:23:54spain uses pennies or at least
0:23:57well
0:23:58and
0:23:59finally i have to say or couldn't work
0:24:01is organising
0:24:03in this in this evaluation
0:24:04we are not just now
0:24:06or anything
0:24:07this evaluation that was seen two percent and language recognition evaluation
0:24:12yeah yeah
0:24:12we have a record it i knew we have extended
0:24:15the
0:24:16how like a database
0:24:17which was
0:24:18one used
0:24:19before
0:24:20to uh define come back to
0:24:23we have i did portuguese and english study languages
0:24:27maybe you are interested
0:24:28these languages
0:24:29a happy new they're set of unknown languages
0:24:32um have included
0:24:34i knew this condition for noisy speech
0:24:39is this getting we
0:24:40you can't of easter
0:24:42yeah until july
0:24:43fifteen
0:24:45i'm september you have
0:24:47more or less three months
0:24:49if you use them now
0:24:52until september twenty seven
0:24:54to uh the video systems
0:24:57and two weeks
0:24:58to uh process
0:25:00uh evaluation that
0:25:02then and the key file and results were released
0:25:05one double
0:25:07fifteen
0:25:08and the warsaw
0:25:10yeah
0:25:11language recognition what is and what's not
0:25:13we we had
0:25:14in november i beagle spain
0:25:18in a contest of how to do something that is uh
0:25:22what's up uh
0:25:23spain
0:25:25okay
0:25:26uh you can repeat step in this
0:25:28uh
0:25:30well
0:25:31and if you look is that please
0:25:33dissipate
0:25:35that's all
0:25:43they should
0:25:48you mentioned at the beginning
0:25:50when you collect the database
0:25:52you might sure
0:25:53uh
0:25:54now treat each speaker
0:25:56no no i'm not sure
0:25:57i
0:25:58try to uh
0:25:59distribute programs
0:26:01in different sets for instance one brother one T V so
0:26:04was only for evaluation
0:26:06another T V show was only for development and
0:26:10you
0:26:11for instance yeah
0:26:12this I T V so called colour
0:26:15in bass
0:26:16this T V show was
0:26:17i don't think it all for training
0:26:20but not for development not
0:26:22i'm not sure
0:26:23that if they are not
0:26:24the same speakers
0:26:26i like
0:26:27i i
0:26:27we tried
0:26:28two
0:26:29to um
0:26:31to manage
0:26:31the
0:26:33just understood
0:26:33oh
0:26:34i'm just speculating that
0:26:36uh
0:26:37the speakers are also like
0:26:39what
0:26:39well developed
0:26:40see
0:26:40oh
0:26:41if
0:26:42there's a lot
0:26:44uh_huh
0:26:45repeated speaker in
0:26:47elements
0:26:48no
0:26:49uh
0:26:50you could lead to recognise
0:26:51speaker
0:26:51right
0:26:52lang
0:26:53no because uh we try to put on so and
0:26:57and
0:26:58many speakers in in
0:27:00that is not problems like um
0:27:03um
0:27:04broadcast news
0:27:05where there is only one or two speakers speaking all the time
0:27:08or more
0:27:09much yeah
0:27:10much
0:27:11time
0:27:12we try to select various
0:27:13T V so
0:27:14different T V shows
0:27:16uh sincerely debates
0:27:18and talk shows where many people speak
0:27:21and they're also interviews so
0:27:24so
0:27:25maybe is to what you're telling
0:27:27you are suggesting
0:27:29but
0:27:30i don't think so we
0:27:32i don't know
0:27:39question uh
0:27:40with the growing to do the data format so you recorded to wideband speech
0:27:45and uh
0:27:46you also find that so uh
0:27:48it was a little harder task
0:27:50yeah
0:27:51expect
0:27:52speech
0:27:52in this
0:27:54nation
0:27:55no
0:27:56so you would have more information like
0:27:59speech
0:28:00but
0:28:01um
0:28:02it might also that might be the fact
0:28:04right
0:28:05we stick unique
0:28:06what effect it might be the fact that
0:28:08most people have been developed for telephone
0:28:11oh
0:28:12speech
0:28:13what would you be in there
0:28:16well
0:28:16i i not happy with that obviously
0:28:18because we are developing technology for
0:28:21for T V
0:28:22for for T V signals uh record it
0:28:25in one by one
0:28:26but by conditions
0:28:28so uh i i understand the reasons to organise
0:28:32then use the one races because
0:28:34was the sponsor or what
0:28:35the sponsor ones
0:28:36two
0:28:38by finance in the the
0:28:40they're all nations
0:28:41but
0:28:41from the point of view of the of the research uh community i think
0:28:45we should uh
0:28:48try to
0:28:49to organise how to kind of whatever whatever it seems more devoted to technology got it
0:28:54the bottom ends
0:28:55unless to the application i
0:28:57it's my opinion but
0:28:59uh
0:29:00we have to decide
0:29:01we had to maybe to find
0:29:03sponsors and
0:29:04i don't know
0:29:06if
0:29:06uh
0:29:06that's
0:29:08possible or not
0:29:16understood
0:29:17and
0:29:17i just
0:29:18session because the men should discussion going
0:29:22so
0:29:22thank you
0:29:23oh okay