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Deep Shallow Fusion for RNN-T Personalization

Nov 16, 2020
Duc Le, Gil Keren, Julian Chan, Jay Mahadeokar, Christian Fuegen, Michael L. Seltzer

* To appear at SLT 2021 

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Alignment Restricted Streaming Recurrent Neural Network Transducer

Nov 05, 2020
Jay Mahadeokar, Yuan Shangguan, Duc Le, Gil Keren, Hang Su, Thong Le, Ching-Feng Yeh, Christian Fuegen, Michael L. Seltzer

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

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Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer

Oct 26, 2020
Suyoun Kim, Yuan Shangguan, Jay Mahadeokar, Antoine Bruguier, Christian Fuegen, Michael L. Seltzer, Duc Le

* submitted to ICASSP 2021 

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Weak-Attention Suppression For Transformer Based Speech Recognition

May 18, 2020
Yangyang Shi, Yongqiang Wang, Chunyang Wu, Christian Fuegen, Frank Zhang, Duc Le, Ching-Feng Yeh, Michael L. Seltzer

* 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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Libri-Light: A Benchmark for ASR with Limited or No Supervision

Dec 17, 2019
Jacob Kahn, Morgane Rivière, Weiyi Zheng, Evgeny Kharitonov, Qiantong Xu, Pierre-Emmanuel Mazaré, Julien Karadayi, Vitaliy Liptchinsky, Ronan Collobert, Christian Fuegen, Tatiana Likhomanenko, Gabriel Synnaeve, Armand Joulin, Abdelrahman Mohamed, Emmanuel Dupoux

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RNN-T For Latency Controlled ASR With Improved Beam Search

Nov 05, 2019
Mahaveer Jain, Kjell Schubert, Jay Mahadeokar, Ching-Feng Yeh, Kaustubh Kalgaonkar, Anuroop Sriram, Christian Fuegen, Michael L. Seltzer

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Transformer-Transducer: End-to-End Speech Recognition with Self-Attention

Oct 28, 2019
Ching-Feng Yeh, Jay Mahadeokar, Kaustubh Kalgaonkar, Yongqiang Wang, Duc Le, Mahaveer Jain, Kjell Schubert, Christian Fuegen, Michael L. Seltzer

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G2G: TTS-Driven Pronunciation Learning for Graphemic Hybrid ASR

Oct 22, 2019
Duc Le, Thilo Koehler, Christian Fuegen, Michael L. Seltzer

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Transformer-based Acoustic Modeling for Hybrid Speech Recognition

Oct 22, 2019
Yongqiang Wang, Abdelrahman Mohamed, Duc Le, Chunxi Liu, Alex Xiao, Jay Mahadeokar, Hongzhao Huang, Andros Tjandra, Xiaohui Zhang, Frank Zhang, Christian Fuegen, Geoffrey Zweig, Michael L. Seltzer

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End-to-end contextual speech recognition using class language models and a token passing decoder

Dec 05, 2018
Zhehuai Chen, Mahaveer Jain, Yongqiang Wang, Michael L. Seltzer, Christian Fuegen

* submit to ICASSP2019 

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Towards end-to-end spoken language understanding

Feb 23, 2018
Dmitriy Serdyuk, Yongqiang Wang, Christian Fuegen, Anuj Kumar, Baiyang Liu, Yoshua Bengio

* submitted to ICASSP 2018 

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