The Schedule
Day 1 [Monday, 19th July 2021]
9:30 am - 10:00 am
Inauguration
Director
10:10 am - 12:00 pm
Building Speech Recognition system for Indian Languages
Prof. S Umesh
12:10 pm - 1:30 pm
Data collection strategies to create rich datasets to train Indian Language AI models
Dr. Vivek Raghvan
2:30pm - 4:30pm
Building Automatic Speech Recognition (ASR) system using Kaldi toolkit.
Jagbandhu Mishra, Ayush Agarwal and Lalaram Arya
4:30pm - 6:00pm
Feature Extraction
Prof. S R M Prasanna
Day 2 [Tuesday, 20th July 2021]
10:00 am - 1:00 pm
GMM-HMM and Language model
Prof. Samudra Vijaya
2:30 pm - 6:00pm
Building Automatic Speech Recognition (ASR) system using Kaldi toolkit.
Jagbandhu Mishra, Ayush Agarwal and Lalaram Arya
Day 3 [Wednesday, 21th July 2021]
10:00 am-11:00am
Introduction to neural networks and deep learning
Prof. S R M Prasanna
11:10am - 1:00pm
Sequence modelling
Prof. Deepak K T
2:30pm - 6:00pm
Build TDNN model on kaldi
Dr. Sishir Kalita and Shruthi B.S.
Day 4 [Thursday, 22nd July 2021]
10:00 am - 11:30 am
Audio Processing – Audio links, video links. Data collection
Mr. Rajat Singhal
11:40 am - 1:00 pm
Discussion and doubts clearing from previous practical session
2:30pm - 4:30pm
Data collection strategies using audio and video links and data clean up
Mr. Rajat Singhal
4:40pm - 6:00pm
Data collection strategies using audio and video links and data clean up
Mr. Rajat Singhal
Day 5 [Friday, 23rd July 2021]
10:00 am - 11:30 am
Filtering the data, gender, speakers. Manual transcription, transcriptions using Azure for Hindi, and Google ASR
Mr. Rajat Singhal
11:40 am - 1:00 pm
Discussion and doubts clearing from previous practical session
2:30 pm - 4:30pm
Data filtering, pruning, gender separation, and channel separation, sampling rate changes
Mr. Rajat Singhal
4:40pm - 6:00pm
Data filtering, pruning, gender separation, and channel separation, sampling rate changes
Mr. Rajat Singhal
Day 6 [Monday, 26th July 2021]
10:00 am - 11:30 am
Wav2Vec – End-to-End framework, Specific algorithms with reference to Wav2Vec
Mr. Anirudh Gupta
11:40 am - 1:00 pm
Discussion and doubts clearing from previous practical session
2:30 pm - 4:30pm
Building language identification modules and post-processing
Mr. Anirudh Gupta
4:40pm - 6:00pm
Building language identification modules and post-processing
Mr. Anirudh Gupta
Day 7 [Tuesday, 27th July 2021]
10:00 am - 11:30 am
Model Training for ASR: Pre-training, Fine-tuning, Language Model, Flashlight
Mr. Harveen Singh Chadha
11:40 am - 1:00 pm
Discussion and doubts clearing from previous practical session
2:30 pm - 6:00pm
ASR building using Hindi Data (IIT Madras) 40 hours of training Data. Kenlm
Mr. Harveen Singh Chadha, Mr. Anirudh Gupta
4:40pm - 6:00pm
ASR building using Hindi Data (IIT Madras) 40 hours of training Data. Kenlm
Mr. Harveen Singh Chadha, Mr. Anirudh Gupta
Day 8 [Wednesday, 28th July 2021]
10:00 am-11:30am
Model building
Mr. Harveen Singh Chadha, Mr. Anirudh Gupta
11:40 am - 1:00 pm
Discussion and doubts clearing from previous practical session
2:30pm - 4:30pm
Model building (Practical Session)
Mr. Harveen Singh Chadha, Mr. Anirudh Gupta
4:40pm - 6:00pm
Model building (Practical Session)
Mr. Harveen Singh Chadha, Mr. Anirudh Gupta
Day 9 [Thursday, 29th July 2021]
10:00 am - 11:30 am
Model inferencing and web API interface
Mr. Rajat Singhal
11:40 am - 1:00 pm
Discussion and doubts clearing from previous practical session
2:30pm - 4:30pm
Model inferencing and web API interface (Practical Session)
Mr. Rajat Singhal
4:40pm - 6:00pm
Model inferencing and web API interface (Practical Session)
Mr. Rajat Singhal
Day 10 [Friday, 30th July 2021]
10:00 am - 11:30 am
Post Processing
Mr. Anirudh Gupta
11:40 am - 1:00 pm
Discussion and doubts clearing from previous practical session
2:30 pm - 4:00pm
Post Processing (Practical Session)
Mr. Anirudh Gupta
4:00 pm - 5:00pm
Valedictory session
Director