At 42:10 the MRI scan is goosebumps. Fascinating Stuff Madam. The amount of thought that goes into an ASR system is mind boggling. It was a great communication of what you guys are working on. thank you.
Very good explanation :) It is very helpful to understand easily for this kind of topics, instead of going through vast research papers. Anyways thank you.
Isn't not only about using words as basic unit. But about comparison of input data and the stored one asa slight difference between background noise, speed,voices, amplitudes will cause problems in comparison
Dear Microsoft Research, At 1:09:00 you are at the section "What's next?" and talk about several problems. One of those problems is handling noisy real-life settings with many speakers (e.g., meetings, parties). Is it possible to implement the coktail party algorithm into your system? It may be possible to solve the problem partially. Yours sincerely, D.
thanks very much for this video. i wish to ask, which university is that? i wish to take part in your lectures. Multilingual speech recognition is my topic of research
how i can change live videos voice , like English voice to Hindi , how i can change your any video English voice to Hindi voice , i am not able to read caption
Sister you look like our state people (Tamil) I don't know exactly but I think u r from Tamil Nadu.. Anyway nice explanation... Preethi akka(sister)...
Dynamic Belgian Networks ? I guess from context its "Bayesian". I can understand English, but I had to watch this with subtitles on, to test how good CC was.
I am currently learning about ASRs and I am trying to find good resources on modern ASRs so that I can make my own ASR system. This is largely to learn and have a new project on my resume. Do you have any recommendation for resources more relevant than this video?
Funny when she says 'clearly speech recognition is not difficult for humans'. It takes at least 1-2 years for humans gain this skill and a decade to be fully developed, if you include speech in noise recognition. It is far from easy.
Luiz Felipe 😂😂 Btw, I want to ask a question, what one has to do if someone is interested in it ? I mean what educational background he/she has to have ?
While the talk is interesting, I am so sick of hearing "X is sexist" or any other "-ist" or "-ism". Can we just say that the application is too narrowly focused? For heaven's sake, it was a toy dog with a magnet, not a woman or elderly person hating machine. I
At 42:10 the MRI scan is goosebumps. Fascinating Stuff Madam. The amount of thought that goes into an ASR system is mind boggling.
It was a great communication of what you guys are working on. thank you.
Ldx
Lxllx
Very good introduction and overview to ASR. Thanks.
nst as gx or not
This was so insightful and clearly presented! Thank you so much!!! :)
watching the video almost 2 years later with real-time translation and you can see improvements and still some misses, very nice one
Very good explanation :) It is very helpful to understand easily for this kind of topics, instead of going through vast research papers. Anyways thank you.
A very intelligent researcher. I am passionate about ASR
Very clearly overview for ASR, pretty good!
Excellent talk about ASR by Preethi. Thank you very much
Very neat and concise overview on ASR. Thanks a lot!
Isn't not only about using words as basic unit.
But about comparison of input data and the stored one asa slight difference between background noise, speed,voices, amplitudes will cause problems in comparison
Thank you so much. ..Such an excellent presentation!
Really nice introduction 👍
Great lecture! Thanks a lot! =)
Excellent overview of ASR. Thanks you.
Dear Microsoft Research,
At 1:09:00 you are at the section "What's next?" and talk about several problems. One of those problems is handling noisy real-life settings with many speakers (e.g., meetings, parties). Is it possible to implement the coktail party algorithm into your system? It may be possible to solve the problem partially.
Yours sincerely,
D.
Prof. Jyothi is presenting at Microsoft on an Apple laptop.
Absolutely amazing and very insightful session.
Impressive Presentation Skills
Very helpful introduction. Thanks!
Got you! Prof Alan Black from CMU is among the audience!
noice
Thank u, and Thanks to the ASR of CZcams that i can understand clearly what u said as i m not english speaker.
Hello Ma'am Can you suggest some material or source related to speech recogniton.
I want to work on this in my M.Tech thesis.
Wonderful explanation of ASR. Please share the PPT for this presentation with me.
Muito esclarecedor , obrigado!
Vice nice introduction about ASR
That's a lot of talks, beautifully explained!
Very good explanation. Thanks a lot
Good introduction of ASR system.
thanks very much for this video. i wish to ask, which university is that? i wish to take part in your lectures. Multilingual speech recognition is my topic of research
Indian institute of technology Bombay best college in india
Great clear presentation
needed this for my research sub.
how i can change live videos voice , like English voice to Hindi , how i can change your any video English voice to Hindi voice , i am not able to read caption
Very nicely explained!
Sister you look like our state people (Tamil) I don't know exactly but I think u r from Tamil Nadu..
Anyway nice explanation... Preethi akka(sister)...
Dynamic Belgian Networks ? I guess from context its "Bayesian". I can understand English, but I had to watch this with subtitles on, to test how good CC was.
Not all mistakes were caught. Palin for example said "that entrepreneurial spirit", not "their entrepreneurial spirit."
1:03:19
Graves & Jaitley, "Towards End-to-End Speech Recognition with Recurrent
Neural Networks" ICML 2014
--:--:--
Maas et al, "Lexicon Free Conversional Speech Recognition with Neural Networks", NAACL 2015
1:09:36
Chan et al., "Listen, Attend and Spell: A NN for large Vocabulary Conversional Speech Recognition", ICASSP 2016
heyy....can I get the links of all videos use in this seminar
16:20, subtitles have adapted to accent now
Wow. Well presented
Excellent presentation, Stay Blessed.
Your awesome, please post more lectures
The recordings aren't available, but you can get all other material here: www.cse.iitb.ac.in/~pjyothi/cs753/
good lecture. But expected something more on End-To-End System with RNN
ya same
this comment didn't age well, Attention is all you need to change the paradigm to more transformer-based models.
Well explained.
Where can i get the graph at 1:13:10 title Languages with ASR
Thank you very much my sir
please my project for Speech Samples Recognition
and i need heelp please. Can i get on your emial please
Shall I get the ppt for reference?
Very nice lecture. Thank you.
Nice session....
27:42 subtitles are wrong and no way to fix them. I dislike who is not open for contribution.
Can I have the slide used in this video, please...?
www.cse.iitb.ac.in/~pjyothi/cs753/slides/lecture1.pdf
@@maddai1764 thanks...
IITB my favourite 💟💟💟
Can I get the name of the speaker ?
this should be subtitled for sure :-D
It’s Point Presentation.
When was this talk recorded? It's way too much outdated and definitely not fashion even back in 2016...
I am currently learning about ASRs and I am trying to find good resources on modern ASRs so that I can make my own ASR system. This is largely to learn and have a new project on my resume. Do you have any recommendation for resources more relevant than this video?
Funny when she says 'clearly speech recognition is not difficult for humans'. It takes at least 1-2 years for humans gain this skill and a decade to be fully developed, if you include speech in noise recognition. It is far from easy.
so...at microsoft research they use macbook 🤔🤗
Liked it.
51:04, lol, youtube CC has the joke in its model. let us pray vs lettuce spray.
Luiz Felipe 😂😂
Btw, I want to ask a question, what one has to do if someone is interested in it ? I mean what educational background he/she has to have ?
@@Aditya-te7oo my background is computing science. I guess that and specialization in statistics/data analysis how help.
@@monad_tcp
Okay, thanks for that.
Btw, it's 5:15 in the morning and I didn't sleep the whole night. 😂😅
Slides link please
www.cse.iitb.ac.in/~pjyothi/cs753/slides/lecture1.pdf
18:02
14:18
31:05
why does she mispronounce phoneme for the first half hour
Cool laptop
Vocabulary ✌🏿
Punjabi so excellent.
Am I missing something - the moderator is using an APPLE computer - Isn't this a Microsoft event? Bill Gates must be going crazy.!!
This is class of iit Bombay
I like you preethi!!!!
I was attracted by this women
Speech white ❤️
She's wearing her formal pajamas.
Texture Infact co so many likely presentation.
F(0^=) Prime index Equal Point Proof 0
While the talk is interesting, I am so sick of hearing "X is sexist" or any other "-ist" or "-ism". Can we just say that the application is too narrowly focused?
For heaven's sake, it was a toy dog with a magnet, not a woman or elderly person hating machine.
I