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Scaling ASR Improves Zero and Few Shot Learning


Nov 29, 2021
Alex Xiao, Weiyi Zheng, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed


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Accent-Robust Automatic Speech Recognition Using Supervised and Unsupervised Wav2vec Embeddings


Oct 08, 2021
Jialu Li, Vimal Manohar, Pooja Chitkara, Andros Tjandra, Michael Picheny, Frank Zhang, Xiaohui Zhang, Yatharth Saraf

* Submitted to ICASSP 2022 

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Improved Language Identification Through Cross-Lingual Self-Supervised Learning


Aug 04, 2021
Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexis Conneau, 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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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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Streaming Attention-Based Models with Augmented Memory for End-to-End Speech Recognition


Nov 03, 2020
Ching-Feng Yeh, Yongqiang Wang, Yangyang Shi, Chunyang Wu, Frank Zhang, Julian Chan, Michael L. Seltzer

* IEEE Spoken Language Technology Workshop 2021 

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