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Dual Learning for Large Vocabulary On-Device ASR


Jan 11, 2023
Cal Peyser, Ronny Huang, Tara Sainath, Rohit Prabhavalkar, Michael Picheny, Kyunghyun Cho

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Unified End-to-End Speech Recognition and Endpointing for Fast and Efficient Speech Systems


Nov 01, 2022
Shaan Bijwadia, Shuo-yiin Chang, Bo Li, Tara Sainath, Chao Zhang, Yanzhang He

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* To be published in Spoken Language Technology Workshop (SLT) 2022 

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Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification


Sep 13, 2022
Chao Zhang, Bo Li, Tara Sainath, Trevor Strohman, Sepand Mavandadi, Shuo-yiin Chang, Parisa Haghani

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Deliberation of Streaming RNN-Transducer by Non-autoregressive Decoding


Dec 01, 2021
Weiran Wang, Ke Hu, Tara Sainath

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Echo State Speech Recognition


Feb 18, 2021
Harsh Shrivastava, Ankush Garg, Yuan Cao, Yu Zhang, Tara Sainath

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A comparison of end-to-end models for long-form speech recognition


Nov 06, 2019
Chung-Cheng Chiu, Wei Han, Yu Zhang, Ruoming Pang, Sergey Kishchenko, Patrick Nguyen, Arun Narayanan, Hank Liao, Shuyuan Zhang, Anjuli Kannan, Rohit Prabhavalkar, Zhifeng Chen, Tara Sainath, Yonghui Wu

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* ASRU camera-ready version 

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Deep Learning for Audio Signal Processing


May 25, 2019
Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-yiin Chang, Tara Sainath

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* Journal of Selected Topics of Signal Processing 14, No. 8 (2019) 
* 15 pages, 2 pdf figures 

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Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling


Feb 21, 2019
Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia X. Chen, Ye Jia, Anjuli Kannan, Tara Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel A. U. Bacchiani, Thomas B. Jablin, Rob Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon

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Bytes are All You Need: End-to-End Multilingual Speech Recognition and Synthesis with Bytes


Nov 22, 2018
Bo Li, Yu Zhang, Tara Sainath, Yonghui Wu, William Chan

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* submitted to ICASSP 2019 

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