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Self-supervised Representation Learning With Path Integral Clustering For Speaker Diarization


Apr 19, 2021
Prachi Singh, Sriram Ganapathy

* 11 pages, Accepted in IEEE Transactions on Audio, Speech and Language Processing 

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LEAP Submission for the Third DIHARD Diarization Challenge


Apr 06, 2021
Prachi Singh, Rajat Varma, Venkat Krishnamohan, Srikanth Raj Chetupalli, Sriram Ganapathy

* Submitted to INTERSPEECH 2021 

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Speaker diarization assisted ASR for multi-speaker conversations


Apr 05, 2021
Srikanth Raj Chetupalli, Sriram Ganapathy

* Manuscript submitted to INTERSPEECH 2021 

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DiCOVA Challenge: Dataset, task, and baseline system for COVID-19 diagnosis using acoustics


Apr 05, 2021
Ananya Muguli, Lancelot Pinto, Nirmala R., Neeraj Sharma, Prashant Krishnan, Prasanta Kumar Ghosh, Rohit Kumar, Shrirama Bhat, Srikanth Raj Chetupalli, Sriram Ganapathy, Shreyas Ramoji, Viral Nanda


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Deep Multiway Canonical Correlation Analysis for Multi-Subject EEG Normalization


Mar 11, 2021
Jaswanth Reddy Katthi, Sriram Ganapathy

* 5 pages, 2 figures, 2 tables, to be published in ICASSP 2021 

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End-to-end lyrics Recognition with Voice to Singing Style Transfer


Feb 17, 2021
Sakya Basak, Shrutina Agarwal, Sriram Ganapathy, Naoya Takahashi

* accepted at ICASSP 2021 

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Representation Learning For Speech Recognition Using Feedback Based Relevance Weighting


Feb 15, 2021
Purvi Agrawal, Sriram Ganapathy

* IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP) 2021 
* arXiv admin note: substantial text overlap with arXiv:2011.00721, arXiv:2011.02136, arXiv:2001.07067 

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Neural PLDA Modeling for End-to-End Speaker Verification


Aug 11, 2020
Shreyas Ramoji, Prashant Krishnan, Sriram Ganapathy

* Accepted in Interspeech 2020. GitHub Implementation Repos: https://github.com/iiscleap/E2E-NPLDA and https://github.com/iiscleap/NeuralPlda 

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NISP: A Multi-lingual Multi-accent Dataset for Speaker Profiling


Jul 12, 2020
Shareef Babu Kalluri, Deepu Vijayasenan, Sriram Ganapathy, Ragesh Rajan M, Prashant Krishnan

* 5pages, Initial version submitted to Interspeech2020 

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Towards Relevance and Sequence Modeling in Language Recognition


Apr 02, 2020
Bharat Padi, Anand Mohan, Sriram Ganapathy

* https://github.com/iiscleap/lre-relevance-weighting Accepted to IEEE Transactions on Audio, Speech and Language Processing 

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NPLDA: A Deep Neural PLDA Model for Speaker Verification


Feb 10, 2020
Shreyas Ramoji, Prashant Krishnan, Sriram Ganapathy

* Submitted to Odyssey 2020, the Speaker and Language Recognition Workshop (VOiCES Special Session). Link to GitHub Implementation: https://github.com/iiscleap/NeuralPlda. arXiv admin note: substantial text overlap with arXiv:2001.07034 

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LEAP System for SRE19 Challenge -- Improvements and Error Analysis


Feb 07, 2020
Shreyas Ramoji, Prashant Krishnan, Bhargavram Mysore, Prachi Singh, Sriram Ganapathy

* Submitted to Odyssey 2020, the Speaker and Language Recognition Workshop. Link to GitHub Implementation: https://github.com/iiscleap/NeuralPlda 

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Pairwise Discriminative Neural PLDA for Speaker Verification


Feb 07, 2020
Shreyas Ramoji, Prashant Krishnan V, Prachi Singh, Sriram Ganapathy

* This paper was submitted to IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2020. Link to GitHub Repository: https://github.com/iiscleap/NeuralPlda 

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Improving Voice Separation by Incorporating End-to-end Speech Recognition


Nov 29, 2019
Naoya Takahashi, Mayank Kumar Singh, Sakya Basak, Parthasaarathy Sudarsanam, Sriram Ganapathy, Yuki Mitsufuji


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Unsupervised Neural Mask Estimator For Generalized Eigen-Value Beamforming Based ASR


Nov 28, 2019
Rohit Kumar, Anirudh Sreeram, Anurenjan Purushothaman, Sriram Ganapathy


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3-D Feature and Acoustic Modeling for Far-Field Speech Recognition


Nov 13, 2019
Anurenjan Purushothaman, Anirudh Sreeram, Sriram Ganapathy


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The Second DIHARD Diarization Challenge: Dataset, task, and baselines


Jun 18, 2019
Neville Ryant, Kenneth Church, Christopher Cieri, Alejandrina Cristia, Jun Du, Sriram Ganapathy, Mark Liberman

* Accepted by Interspeech 2019 

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Leveraging Native Language Speech for Accent Identification using Deep Siamese Networks


Jun 18, 2018
Aditya Siddhant, Preethi Jyothi, Sriram Ganapathy

* Published in ASRU 2017 

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The IBM Speaker Recognition System: Recent Advances and Error Analysis


May 05, 2016
Seyed Omid Sadjadi, Jason Pelecanos, Sriram Ganapathy

* submitted to INTERSPEECH 2016. arXiv admin note: substantial text overlap with arXiv:1602.07291 

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The IBM 2016 Speaker Recognition System


Feb 23, 2016
Seyed Omid Sadjadi, Sriram Ganapathy, Jason W. Pelecanos

* Submitted to Odyssey 2016 

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