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IEEE VIRTUAL SUMMER SCHOOL ON SPEECH RECOGNITION-JULY-2021
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Detailed schedule
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DayTimeSessionSpeaker
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Monday (19/07/21)9:30 am - 10:00 amInaugurationDirector
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10:10 am - 12:00 pmBuilding Speech Recognition system for Indian LanguagesProf. S Umesh
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12:10 pm - 1:30 pmData collection strategies to create rich datasets to train Indian Language AI modelsDr. Vivek Raghvan
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2:30pm - 4:30pmBuilding Automatic Speech Recognition (ASR) system using Kaldi toolkit.Jagbandhu Mishra, Ayush Agarwal and Lalaram Arya
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4:30pm - 6:00pmFeature ExtractionProf. S R M Prasanna
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Tuesday (20/07/21)10:00 am - 11:30 amGMM-HMM and Language modelProf. Samudra Vijaya
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11:40 am - 1:00 pm
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2:30 pm - 6:00pmBuilding Automatic Speech Recognition (ASR) system using Kaldi toolkit.Jagbandhu Mishra, Ayush Agarwal and Lalaram Arya
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Wednesday (21/07/21)10:00 am-11:00amIntroduction to neural networks and deep learningProf. S R M Prasanna
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11:10am - 1:00pmSequence modellingProf. Deepak K T
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2:30pm - 6:00pmBuild TDNN model on kaldiDr. Sishir Kalita and Shruthi B.S.
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Thursday (22/07/21)10:00 am - 11:30 amAudio Processing – Audio links, video links. Data collectionMr.Rajat Singhal
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11:40 am - 1:00 pmDiscussion and doubts clearing from previous practical session
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2:30pm - 4:30pmData collection strategies using audio and video links and data clean upMr. Rajat Singhal
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4:40pm - 6:00pm
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Friday (23/07/21)10:00 am - 11:30 amFiltering the data, gender, speakers. Manual transcription, transcriptions using Azure for Hindi, and Google ASR
Mr. Rajat Singhal
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11:40 am - 1:00 pmDiscussion and doubts clearing from previous practical session
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2:30 pm - 4:30pmData filtering, pruning, gender separation, and channel separation, sampling rate changesMr. Rajat Singhal
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4:40pm - 6:00pm
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Monday (26/07/21)10:00 am - 11:30 amWav2Vec – End-to-End framework, Specific algorithms with reference to Wav2Vec
Mr. Anirudh Gupta
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11:40 am - 1:00 pmDiscussion and doubts clearing from previous practical session
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2:30 pm - 4:30pmBuilding language identification modules and post processing
Mr. Anirudh Gupta
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4:40pm - 6:00pm
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Tuesday (27/07/21)10:00 am - 11:30 amModel Training for ASR: Pre-training, Fine-tuning, Language Model, Flashlight
Mr. Harveen Singh Chadha
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11:40 am - 1:00 pmDiscussion and doubts clearing from previous practical session
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2:30 pm - 6:00pmASR building using Hindi Data (IIT Madras) 40 hours of training Data. Kenlm
Mr. Harveen Singh Chadha
, Mr. Anirudh Gupta
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4:40pm - 6:00pm
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Wednesday (28/07/21)10:00 am-11:30amModel buildingMr. Harveen Singh Chadha
, Mr. Anirudh Gupta
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11:40 am - 1:00 pmDiscussion and doubts clearing from previous practical session
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2:30pm - 4:30pmModel building (Practical Session)
Mr. Harveen Singh Chadha
, Mr. Anirudh Gupta
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4:40pm - 6:00pm
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Thursday (29/07/21)10:00 am - 11:30 amModel inferencing and web API interfaceMr. Rajat Singhal
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11:40 am - 1:00 pmDiscussion and doubts clearing from previous practical session
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2:30pm - 4:30pmModel inferencing and web API interface (Practical Session)Mr. Rajat Singhal
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4:30pm - 6:00pm
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Friday (30/07/21)10:00 am - 11:30 amPost Processing
Mr. Anirudh Gupta
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11:40 am - 1:00 pmDiscussion and doubts clearing from previous practical session
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2:30 pm - 4:00pmPost Processing (Practical Session)
Mr. Anirudh Gupta
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4:00 pm - 5:00pmValedictory sessionDirector
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Group 1 Ayush Agarwal Group 2 Jeevan Revaneppa Hirethanad Group 3 KRISHNA DUTTA Group 4 Sishir Kalita Group 5 Chingmuankim Group 6 TONMOY RAJKHOWA Group 7 AJIT KUMAR NAYAK Group 8 SHANTANU KUMAR Group 9 SUSMITA BHATTACHARJEE Group 10 Kishor KS Group 11 Shruti B S
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