0:00:14 | thank you risk a welcome to the ldc two thousand six the |
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0:00:18 | on behalf of the local comedy it's my pleasure to welcome on the participants to |
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0:00:23 | this addition i think this that and solution of the honesty two thousand thing workshop |
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0:00:29 | all this is are gonna be a note event organiser by discussing a speech in |
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0:00:33 | there is work on the speaker and language but application and brings together researcher from |
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0:00:37 | or why we present there like this finding and insights on that wide range of |
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0:00:42 | topics scoring the speaker and language got application modeling evolution on the application in this |
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0:00:47 | two thousand is used in addition |
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0:00:49 | which almost one hundred and twenty participants |
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0:00:52 | and with the help of a day and international and if you comedy composed like |
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0:00:56 | make decisions expert from twenty countries ought of at submission a |
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0:01:02 | if we ate but they were three percent to show one there have been outfitted |
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0:01:05 | for the presentation of this are |
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0:01:07 | a |
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0:01:08 | but the eight percent of a as that that's right |
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0:01:12 | there no less than three and up to five fairly view but paper |
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0:01:17 | therefore they technical programming thinking notes five or us assume three posters system and to |
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0:01:22 | a special session chair by the nist and the is guys but there's work on |
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0:01:25 | speech and language but maybe a multimedia |
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0:01:28 | besides foreigns you can industry track an actual and tells us you have been allocated |
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0:01:32 | to give companies naps government agencies and all that interested party the opportunity to actively |
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0:01:38 | participate in the oven |
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0:01:40 | all this it was not insisting features three embedded the speaker |
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0:01:44 | the high solely from dct for info kong research singapore fee we discuss a speech |
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0:01:50 | liveness detection in the context of a speaker verification they wouldn't have media for speaker |
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0:01:55 | verification to speech synthesis and voice conversion and the findings from the first automatic speaker |
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0:02:01 | verification spoofing on confirmation challenge |
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0:02:04 | the top second and that i got an from university office of california |
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0:02:10 | and he will focus on steps the where abouts in this can defeat understanding of |
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0:02:15 | how local for vocal tract morphology and its articulation in there are and is explained |
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0:02:21 | everybody and anybody an aspect of the speech you know probabilities a closed door |
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0:02:25 | finally doctor matching hat |
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0:02:28 | and from john hopkins university |
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0:02:30 | we will show us for our non-negative factor analysis on super space moody model or |
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0:02:35 | although similar to with based approaches can be used to model the height and layer |
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0:02:39 | neural activation on the deep neural network model for sequential data recognition that's such as |
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0:02:45 | language and dialect a recognition |
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0:02:48 | it is what show has been possible things that both of the steering committee from |
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0:02:53 | the is considering there's room one speaker and language computation |
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0:02:57 | and the compressive untimely reviews of all this can t v comedy my best and |
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0:03:01 | got to say that the thanks to the timely review we have been able to |
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0:03:05 | set up all the technical program in more than one more thing of buttons |
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0:03:10 | with links |
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0:03:11 | all day a special thing to go meet you known and could do example andres |
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0:03:16 | what a dummy we're not only for this purpose of all the c two thousand |
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0:03:20 | fourteen |
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0:03:21 | but probably that's with an extended report short of the holy bible to prepare and |
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0:03:27 | only see i he also guy or steps in preparing this workshop when we stop |
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0:03:31 | the two years ago |
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0:03:33 | join and lewis who have been key players in the on a nice in the |
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0:03:37 | forensic conditions with that type and the show until systems we also thing to marketing |
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0:03:42 | cook for his help in preparing the provenance for this can achieve |
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0:03:46 | we have been able to publish them three weeks in advance |
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0:03:50 | i also want to remain you that this of in this submission to the computer |
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0:03:54 | speech and language a special issue about recent advances in the speaker and language recognition |
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0:03:58 | and connotation with correct all of you to extend your all the c paper and |
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0:04:04 | shouldn't be too this especially sure that fits perfectly the objective for this workshop |
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0:04:09 | finally i want you things that media by the sponsorship of the best paper award |
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0:04:14 | and figures logic by the sponsorship of the basis to the paperwork this work will |
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0:04:19 | be pronounced during the catalina to more right |
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0:04:23 | i thought you have you will have like with i mean in be well that |
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0:04:27 | what it is find no |
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0:04:30 | i can only with you or you have free for learning table one shows like |
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0:04:35 | to thank you thank you have |
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0:04:42 | well now it's time to talk about this any of the i'm bill well |
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0:04:47 | and the first think i would like to |
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0:04:50 | to comment is the local |
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0:04:53 | and this is called that i love will bow is |
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0:04:57 | is in fact is just a tiling the ground you look down in the street |
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0:05:02 | something about you will find it is pretty uses a tile in the ground |
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0:05:06 | in fact this one point that of a tile |
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0:05:09 | in the in the shops you will find whatever you can imagine with this simple |
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0:05:16 | well as the ones cakes everything |
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0:05:21 | okay |
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0:05:22 | we have used the symbol also in york this desert |
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0:05:27 | a i p two bigger than we wanted but |
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0:05:32 | the way they did they data that in the desert we couldn't |
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0:05:36 | and please note that utopian sizes are so is smaller than us sizes so when |
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0:05:42 | you choose the that is a stick this into account |
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0:05:48 | for in judging bilbao without included in your a backpack some rogers of will well |
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0:05:56 | some for doing sort works for you have the map you have i tight of |
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0:06:05 | bilbao the could ready bands et cetera so you can just do you are going |
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0:06:09 | to spend sound a simple about you can't use this is accommodation |
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0:06:13 | utterance partitioning bilbao them there are different ways of moving the email about the matter |
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0:06:18 | about who's drum set about the best way is walking so is a very small |
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0:06:24 | cd the them descended was it is very small so can you can just walk |
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0:06:28 | around |
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0:06:29 | is enough |
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0:06:32 | nh in the image a soft as shown in this slide this is like cable |
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0:06:39 | car to approach and that is |
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0:06:43 | a small montana close to be about that you can use to get their a |
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0:06:47 | and there are very beautiful used from their of read about |
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0:06:52 | okay this is the venue |
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0:06:54 | and the menu is the old in of this pen use the you devoted to |
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0:06:57 | the west country which was a higher it for three in fact so this was |
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0:07:04 | very important for us and we knowledge this especially to fernando |
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0:07:10 | it is role of representative of the university the basque country |
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0:07:14 | for this a special conditions for doing this conference |
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0:07:20 | in this planning this mapping you can see that three spaces where going to use |
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0:07:25 | the for the whole flores for us you can move |
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0:07:29 | i in the core either since it out it can just a you what you |
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0:07:32 | want they are we have a hole in the |
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0:07:37 | the this part which is close to the registration desk and you can use it |
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0:07:42 | for stay for a test for checking the email for whatever you want |
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0:07:47 | there's some meetings programmer thing in this room i will post paper in there for |
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0:07:54 | an unseen it but the most of the dined you can use it for rest |
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0:08:00 | okay |
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0:08:01 | then this is the allowable a room a this |
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0:08:06 | this one where we have a nice the poster sessions and the coffee breaks is |
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0:08:12 | not |
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0:08:14 | brady body is quite a small in fact for more than one hundred people so |
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0:08:20 | please use the other spaces sensitive to caffeine corpus because we are going to be |
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0:08:25 | very crowded in the coffee breaks if it's not and this is the about of |
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0:08:30 | a whole where all their systems they all also assumes on the first part of |
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0:08:36 | the process is just systems will take place |
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0:08:41 | i just remind some peeps for presentation |
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0:08:46 | you have to applaud representation to a decision computer which is over the |
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0:08:50 | or submitted to this address email address |
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0:08:55 | for us to have at in advance is very important |
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0:09:00 | this other out and presentations will be twenty minute a long |
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0:09:05 | and there will be if i means for questions some concepts |
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0:09:09 | the posters do also required are sort presentation |
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0:09:15 | two three minutes i remind this especially to the |
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0:09:20 | terms of this assumes to control these it's very important also |
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0:09:24 | where recording all the all the presentations you have to sign a consent form for |
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0:09:31 | be a person everyone the keynote speakers a day or not percent there's the show |
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0:09:35 | the pasta percent this everyone cost to assign this constant phone please i we have |
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0:09:40 | it printed copies in |
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0:09:44 | just by their i three i don't know the name in english that |
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0:09:49 | and |
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0:09:51 | in the case of the posters to play posted panels are available to with i'm |
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0:09:57 | number and number which is the index of your cluster so just a when you |
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0:10:02 | have to attach to your boss that just take into account your number two to |
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0:10:06 | choose the right panel that's all |
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0:10:10 | and i just remind this the computer speech to compute the speech something with a |
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0:10:16 | special |
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0:10:17 | a issue a lot already commented so on this but i just remembered that the |
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0:10:23 | remind you that the deadline uses september sixteen |
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0:10:27 | so you have time to prepare your you work would you can send just in |
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0:10:32 | the presence of you're working here in a you know you see a leans on |
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0:10:35 | new information new results whatever |
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0:10:39 | and the lance we will have to lance in this the able to a lot |
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0:10:44 | over which is just by the and their this characterize pretty close to lose we |
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0:10:50 | walk |
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0:10:51 | used for a five minute walk |
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0:10:53 | is quite close but i remind you that the optimum systems to start at hot |
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0:11:01 | of course to so we have one or and a fast for having lance so |
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0:11:05 | we have to go having lance and then come back |
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0:11:09 | and taking this into account in |
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0:11:12 | when you go to lance we can see nist in a we spend much more |
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0:11:17 | trained on then you probably one would go to implement so |
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0:11:22 | that is especially important for spanish people i think |
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0:11:25 | and don't forget agility gets us because you have to |
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0:11:32 | it is then to the organisers of the recent |
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0:11:36 | and the social program i have three principal our main events a today i think |
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0:11:42 | that evening we have one conversation in data with him we assume |
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0:11:46 | also again forget you tickets we have we have the meeting point is just in |
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0:11:51 | the esplanade in front of the entrance the main entrance you can |
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0:11:57 | we can that at a eighteen the in the evening with what we have a |
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0:12:02 | guided be seat floor in five a quite the past eight to help us nine |
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0:12:08 | and then a cocktail party with my music and everything and meals |
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0:12:16 | and ring source |
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0:12:18 | and the second event is to mow tomorrow as i guided to the all quite |
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0:12:25 | television by one incentive we technology an error in not only that this coolness into |
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0:12:30 | a which is |
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0:12:31 | another interesting point of view but i'll |
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0:12:34 | some recently was completely rebuilt |
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0:12:39 | and is very interesting that we you can go only to the lid node you |
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0:12:44 | on a have to go to the to the each of the ones of course |
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0:12:49 | it to the data to so that these two are two separate events okay |
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0:12:55 | and on thursday we have the countryside directly to the coast of this guy |
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0:13:03 | with a check only one best thing check lease a typical wine from the basque |
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0:13:07 | country use of white wine frames |
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0:13:12 | from the year |
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0:13:13 | okay we will be sit i winery to see how they make a this one |
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0:13:21 | and again don't forget your tickets |
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0:13:24 | always important |
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0:13:26 | and finally i just cross my fingers for their whether to be good because is |
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0:13:33 | not normally be about this whether we have now even in june so probably that |
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0:13:40 | the weather will be good but |
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0:13:42 | i don't know if to more or on thursday maybe use training |
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0:13:47 | not much but for sure on fridays going the right okay |
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0:13:53 | in any case to can take your features and apply them to a to each |
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0:13:59 | other and facebook page is with have you can't the you have the links in |
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0:14:03 | the one side and that's model for my on my part thank you very much |
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0:14:12 | well and now is to time to just have to joe campbell who is going |
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0:14:16 | to say you're some words about |
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0:14:19 | whatever you want |
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0:14:22 | thank you so much it's a pleasure to be here bilbao it's beautiful as is |
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0:14:28 | then you we have fun here the last couple of days and i just it's |
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0:14:35 | breathtaking the venue and so is this facility and it's such a delight to be |
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0:14:41 | here |
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0:14:42 | it is "'cause" committed to odyssey this is that and in a series of workshops |
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0:14:48 | they weren't always call odyssey but we began in nineteen ninety four and of help |
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0:14:55 | them every two years |
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0:14:58 | i odyssey is an is good tutorial and the research workshop and i t r |
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0:15:03 | w under is "'cause" speaker and language characterisation special interest group |
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0:15:10 | of which doug reynolds and i coach here |
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0:15:14 | isca provides the archive for the proceedings in the videos for the series in addition |
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0:15:21 | to student grants and awards |
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0:15:25 | and coordinating with other a special interest groups inesc is well for example the media |
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0:15:33 | you well sit head which has a clever maybe vol a logo is teamed up |
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0:15:40 | with this in the multimedia track this year |
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0:15:44 | we welcome future proposals for the next odyssey |
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0:15:51 | i and following analyses i should say we already have |
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0:15:55 | current set |
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0:15:57 | but we're always looking for new venues for to hold future addressees |
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0:16:03 | and each odyssey that shares leave their in print and do something special and i |
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0:16:10 | think lewis and eduardo for their outstanding work in setting up this odyssey and of |
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0:16:17 | added their unique and innovative features to this event |
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0:16:24 | in discuss support is so strong we even have the president hi suzy here to |
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0:16:30 | be giving the keynote |
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0:16:32 | so it's great to see all these friends and through all these collaborations here the |
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0:16:38 | technology for speaker and language recognition has advanced tremendously within the last ten years |
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0:16:47 | i want i want say that odyssey is solely responsible for those advances it's really |
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0:16:52 | you guys what agree community we have here |
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0:16:56 | and |
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0:16:57 | we this year a new thing is |
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0:17:00 | a very detailed forensics track on thursday |
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0:17:05 | which i'm a honoured to be co chairing with lewis from agnitio |
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0:17:11 | and i also wanna know and in additional is gonna intersection is with interspeech so |
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0:17:20 | at the upcoming interspeech for example |
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0:17:25 | there will be another special of n which will be the second one for forensic |
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0:17:31 | an investigative speaker comparison that will be held on september can which strangely is a |
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0:17:38 | saturday |
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0:17:40 | i will leave some sheets out on the tables this describes the upcoming of n |
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0:17:45 | for interspeech and there's so many other ways the is supports this activity i don't |
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0:17:55 | wanna spend the whole time describing all of them |
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0:17:58 | it's a pleasure to see all of you and i'm happy to be here thank |
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0:18:02 | you |
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0:18:07 | well now is that's fine of rest of the menzies the dino the faculty of |
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0:18:11 | science of and technology of the university of the basque country please |
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0:18:17 | well known nonlinearly only it already arc |
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0:18:22 | be one was but to go then what d c twenty sixteen they speaker and |
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0:18:26 | language recognition workshop data good morning |
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0:18:30 | and welcome to the sky yet it allow would be don't you know university of |
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0:18:34 | the basque country |
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0:18:36 | as the one they factor the of science and technology is my flesh a to |
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0:18:41 | give you do like what makes welcome i decided you all the base you do |
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0:18:45 | you are this take with us in u r t c based you and add |
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0:18:49 | these new ideas you know of vc organise it in this okay is you know |
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0:18:53 | by two spondees could oops |
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0:18:56 | this software technologies working goodwill on university of the basket and the t and the |
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0:19:01 | people a group of university the offset also |
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0:19:05 | i consider a great no galaxy on of harvard university to horse this new set |
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0:19:12 | of idiocy on of sets and the testing meeting what s that's for on all |
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0:19:17 | around ago or on the correct the dc shown and the mighty identification of these |
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0:19:21 | speakers and languages me to be sent |
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0:19:25 | the latest advances in technology and to discuss future developments |
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0:19:32 | the apply program including keynote order item or state of sixty onshore talked except that |
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0:19:39 | are that that's more than having that it receives it is as a way last |
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0:19:44 | grey police entities of in this study for the n c case basenps and then |
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0:19:49 | minutes of law enforcement not need any change agencies |
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0:19:52 | for don't befitting quantities is could i and then an attack p week we probably |
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0:19:57 | seen |
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0:19:58 | seen that these big brother guess for that if you each |
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0:20:01 | in these days |
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0:20:03 | i hope you will enjoy the experience of meeting or that cliques a half after |
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0:20:09 | decorrelating with then in that atmosphere we will promote the reinforcing of computation divers and |
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0:20:16 | we that i in that is to new feels |
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0:20:20 | on the other hand as dean i am proud to see that they the pca |
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0:20:25 | to develop that the faculty of science and technology in the field of the speaker |
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0:20:30 | and language recognition is interesting for investigators for another companies |
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0:20:36 | and we look for like to welcome sewn of doing the future as five what |
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0:20:42 | is it teens in the frame of song european union programs |
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0:20:48 | this m i |
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0:20:49 | in this global work we had involve |
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0:20:53 | type of intonation and meetings are intent is also for the beta knowledge of what |
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0:21:00 | that contest all the voice of life and for that they that understanding of feature |
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0:21:05 | there |
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0:21:06 | so |
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0:21:07 | and a set of feet computer science |
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0:21:11 | is somebody's between c really say she owns quantity but in this dct to the |
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0:21:17 | maintenance of peace and dialogue between different cultures set this is the universal language that |
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0:21:25 | help us communicate a pca the value of how would be finance |
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0:21:30 | and b |
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0:21:31 | people for another common sense that then gullibility bit more than what one based on |
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0:21:38 | a c and of governance |
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0:21:40 | with this year along that it can meet the man is i don't we yes |
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0:21:44 | it is you don't of scientific or a test |
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0:21:49 | i couldn't i would like to us but it is my greatest thing and considerations |
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0:21:53 | for they but if a source of the software technologies working group of they faculty |
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0:21:59 | of science and technology for they are constantly that casey on the every like to |
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0:22:05 | dean and reset quality |
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0:22:07 | set of institutional responsibility the at a for in the name of silence |
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0:22:14 | we |
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0:22:15 | in advance times |
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0:22:17 | well and that of the a weighted of popular media culture |
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0:22:22 | science and directional for what i don't think that down again stupid piece used thinking |
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0:22:28 | irrationality |
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0:22:30 | unfortunately anti scientific that's it you at the band based on the premise that at |
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0:22:37 | least not walls via for the one that standard and explain the complex |
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0:22:42 | when nothing i'll explain a she on or rather simplistic explanation can be lost |
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0:22:49 | through a convenient only case you on is that the g |
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0:22:53 | therefore |
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0:22:55 | given the decline of s unity the in more than a society a society got |
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0:23:01 | better than it mostly by people five move scientific comments |
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0:23:06 | we must call on the responsibility and modality ratio one of each one of us |
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0:23:13 | to get involved in that defines or dignity is achieved line of you wanna four |
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0:23:19 | seconds |
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0:23:20 | that it coming isolates you on a dependence on god mine and i speeding why |
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0:23:26 | not to participate in on the decision making is stacked yes of our society contributing |
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0:23:33 | to nice improvement mine |
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0:23:36 | do you dorothy it affinity that manifest until only got maintaining identity thing into well |
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0:23:42 | also understand what is needed or d c there's mean give peace a scalar that |
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0:23:46 | enabled a morse lost but if a so this is hardly ever order to get |
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0:23:49 | forty days yet wider the gate that okay and at cut all the important case |
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0:23:54 | for the thought better clustering the own voice say on that value that |
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0:23:57 | what has gone f yes |
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0:23:59 | now i we do that the k to find that were wall the participant for |
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0:24:03 | and of indices |
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0:24:05 | i would accompany the basque country |
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0:24:08 | as you only know it's very small all company that betty for each internet these |
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0:24:14 | units with unknown language one of the l data languages and which is more important |
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0:24:20 | and then be well we fourteen people quite interested in knowing be what different befitting |
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0:24:27 | companies |
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0:24:28 | as we had provided with a very open minded |
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0:24:32 | that's why we had a hobby to have the opportunity to meet you and do |
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0:24:37 | shared a window and you better c and i would factivity with you don't this |
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0:24:41 | week |
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0:24:43 | finally i hope you we don't saying you're always famous cooking |
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0:24:49 | basket cooking a what has been done e i know what you right hand use |
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0:24:53 | a one |
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0:24:54 | good morning i wouldn't that |
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0:25:01 | thank |
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0:25:02 | so thank you sir a and now is the time to apply fowler busy rector |
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0:25:08 | of the result of that universe of the basque country place for mental |
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0:25:12 | zero for the usage of those are sixteen |
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0:25:15 | two |
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0:25:16 | i think middleware show |
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0:25:18 | president of the international speech communication association |
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0:25:22 | the kind of the if you if you are |
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0:25:26 | it would almost zero them is a living will still |
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0:25:29 | wheelers factor speaking just about as a the that can only be you know for |
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0:25:34 | factor because it is a very a language in fact there are only two five |
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0:25:38 | use of language that the are not and there will be and in your and |
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0:25:41 | this is one of the which is actually the other one is the final one |
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0:25:44 | sure you to have shown song |
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0:25:47 | sense on some worst you but you are very a more image with speech |
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0:25:52 | only a very are is something is very political university of it i that be |
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0:25:56 | sky and it only data |
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0:25:58 | split a local university that one two corpus they really about three that they get |
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0:26:03 | progress i-vector encircle would they are the only one of the are watching a something |
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0:26:08 | but they wanna with the core like it may be derived immigrant exactly |
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0:26:14 | showing was saying that good morning i worst one column because of the university of |
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0:26:19 | the basque country to disney a real issue of international or we see congress or |
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0:26:23 | which |
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0:26:24 | if the circulation for us to of course of this meeting we are one or |
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0:26:28 | two i-vectors course of this great event |
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0:26:31 | i would therefore invite you to work harder from all this week but also provided |
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0:26:36 | a lot of our universally on a work under a what our culture on a |
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0:26:40 | what people are |
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0:26:42 | but the residual personal system is being held |
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0:26:45 | at the university of the basque country is not by chance |
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0:26:48 | there are prestigious blows working only characterisation only the unification of a speaker some languages |
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0:26:54 | both |
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0:26:55 | you know what is it is yours and you know that institution grows the ones |
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0:26:59 | there's a more regular shoes working group of the university of the basque country specifically |
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0:27:04 | use one of them |
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0:27:06 | i'm pretty close to worse at the university of models are three hundred kilometres away |
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0:27:10 | the people are |
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0:27:11 | is probability pr some of course possible |
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0:27:15 | for the realisation of this congress in this respect |
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0:27:18 | i would like to highlight the quality of the results |
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0:27:22 | it is also one satisfy shown because |
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0:27:24 | thanks to this work |
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0:27:27 | within the rationale recognition on these new edition of policy is being carried out here |
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0:27:31 | you know what country |
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0:27:33 | results in this field the field programmable multicoloured elicitation identification of a speaker some languages |
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0:27:39 | is a logical consequence of enormous increase that both |
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0:27:44 | the pollutes you're an estimation of although we see all contents cussing |
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0:27:48 | the visible the development of new technology cost has practically the conventional for huge library |
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0:27:54 | with computer based content the volume of which is growing response |
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0:28:00 | because surely or is one part of the volume of compares of comments you male |
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0:28:04 | labelers on physical looks |
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0:28:06 | the volume of all the result compress it should be that you requires a new |
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0:28:10 | force of management |
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0:28:12 | in the same way that here's increasingly more applications and users |
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0:28:17 | the investigation of a speaker something which use cross country as phase of development |
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0:28:22 | the filler forestry |
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0:28:23 | via method we shall pronounce safety politically situations on many more |
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0:28:30 | increasingly morphemes increase these new technology fines in application |
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0:28:34 | it is highly probable that we will see for prices in coming years because these |
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0:28:39 | users will be responded every more and you are the ones that no it |
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0:28:44 | that's all for me my best wishes for the working six euros not just are |
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0:28:48 | now and i would like to really going to again to the basque country they |
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0:28:52 | were sure well you see two thousand and sixteen is now open might media scales |
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0:28:58 | were not require a big thank you very much |
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0:29:05 | sometimes you remember i i'm going to say some words that i four got for |
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0:29:10 | what for |
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0:29:12 | sign a lot and knowledge men's that side |
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0:29:15 | i have to sit |
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0:29:17 | well we are the nicer system the upper see a definitive support from the university |
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0:29:21 | of the less country |
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0:29:23 | the basque government under spun is a thematic network on a speaker speech technologies |
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0:29:28 | the sponsorship of zeros logic |
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0:29:30 | the medial and the other log on the support of risk on the bilbao cd |
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0:29:35 | comes to |
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0:29:36 | a we also pesetas support from the risk i added i stuff |
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0:29:40 | the university that was currently information and communication technology stuff |
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0:29:45 | whose recording decisions and the universe of the basque country on me study for stuff |
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0:29:50 | which got been ask with registrations payments public funding |
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0:29:54 | and we also wanted to note that the to me i just the their personalities |
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0:30:01 | the spokes of some sort of the local organising committee |
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0:30:05 | with a lot with like to thank all the ut s you wanna members who |
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0:30:09 | have worked tirelessly the success of discourse about of i don't know i dunno use |
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0:30:16 | calm c was in channel so seizing charts of accommodation registration and accounting from a |
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0:30:21 | model who is the responsible for the that website |
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0:30:25 | me could be naughty kernel was responsible for the venue recordings some merchandising |
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0:30:30 | many of the s who is responsible for social networks |
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0:30:34 | it can multi-core young this which is a responsible for their satisfaction should wait |
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0:30:39 | and phones update are not gonna miguel who is responsible for the technical problem implications |
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0:30:43 | on a with about the data of course |
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0:30:46 | myself which a |
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0:30:47 | i don't know i think doing everything |
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0:30:52 | we also thought they want to use on that one file if somebody about the |
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0:30:56 | you know i dunno |
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0:30:58 | for the help on with a logistic son at the venue |
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0:31:02 | okay find a finally i would like to apologise for the realise misunderstandings restrictions so |
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0:31:09 | there |
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0:31:10 | that you all of you |
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0:31:12 | a traffic conduct while making registration payments hotel reservations set are of course we didn't |
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0:31:19 | want to we want a that to happen but |
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0:31:22 | it happened |
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0:31:23 | we could in anticipate for that but considerably source especially when they were you don't |
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0:31:28 | or rate |
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0:31:29 | one thing is for sure we keep on working for the success of be so |
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0:31:33 | all you say this for base ball thank you very much |
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