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Improved Language Identification Through Cross-Lingual Self-Supervised Learning


Jul 24, 2021
Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli

* Submitted to ASRU 2021 

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On lattice-free boosted MMI training of HMM and CTC-based full-context ASR models


Jul 09, 2021
Xiaohui Zhang, Vimal Manohar, David Zhang, Frank Zhang, Yangyang Shi, Nayan Singhal, Julian Chan, Fuchun Peng, Yatharth Saraf, Mike Seltzer

* submitted to ASRU 2021 

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Kaizen: Continuously improving teacher using Exponential Moving Average for semi-supervised speech recognition


Jun 14, 2021
Vimal Manohar, Tatiana Likhomanenko, Qiantong Xu, Wei-Ning Hsu, Ronan Collobert, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed

* 4 figures, 7 pages; fixed author list going out of margin 

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Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion


Apr 05, 2021
Duc Le, Mahaveer Jain, Gil Keren, Suyoun Kim, Yangyang Shi, Jay Mahadeokar, Julian Chan, Yuan Shangguan, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Michael L. Seltzer

* Submitted to INTERSPEECH 2021 

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A Multi-View Approach To Audio-Visual Speaker Verification


Feb 11, 2021
Leda Sarı, Kritika Singh, Jiatong Zhou, Lorenzo Torresani, Nayan Singhal, Yatharth Saraf


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Improving RNN Transducer Based ASR with Auxiliary Tasks


Nov 09, 2020
Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig

* Accepted for publication at IEEE Spoken Language Technology Workshop (SLT), 2021 

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Contextual RNN-T For Open Domain ASR


Jun 04, 2020
Mahaveer Jain, Gil Keren, Jay Mahadeokar, Yatharth Saraf


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Fast, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces


May 19, 2020
Frank Zhang, Yongqiang Wang, Xiaohui Zhang, Chunxi Liu, Yatharth Saraf, Geoffrey Zweig

* submitted to interspeech 2020 

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Large scale weakly and semi-supervised learning for low-resource video ASR


May 16, 2020
Kritika Singh, Vimal Manohar, Alex Xiao, Sergey Edunov, Ross Girshick, Vitaliy Liptchinsky, Christian Fuegen, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed


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Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model


May 15, 2020
Da-Rong Liu, Chunxi Liu, Frank Zhang, Gabriel Synnaeve, Yatharth Saraf, Geoffrey Zweig


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Training ASR models by Generation of Contextual Information


Oct 27, 2019
Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed


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Multilingual ASR with Massive Data Augmentation


Sep 14, 2019
Chunxi Liu, Qiaochu Zhang, Xiaohui Zhang, Kritika Singh, Yatharth Saraf, Geoffrey Zweig


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