Chung-Cheng Chiu

Department of Computer Science, National Tsing Hua University, 101, Section 2 Kuang Fu Road, Hsinchu, Taiwan, R.O.C.

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Papers112 papers

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Dual-mode ASR: Unify and Improve Streaming ASR with Full-context Modeling

Jiahui Yu,Wei Han, Anmol Gulati,Chung-Cheng Chiu,Bo Li,Tara N Sainath,Yonghui Wu,Ruoming Pang

ICLR 2021, (2021)

Bibtex

RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions

Chiu Chung-Cheng,Narayanan Arun, Han Wei,Prabhavalkar Rohit,Zhang Yu,Jaitly Navdeep,Pang Ruoming,Sainath Tara N.,Nguyen Patrick, Cao Liangliang,Wu Yonghui

Bibtex

A Better and Faster End-to-End Model for Streaming ASR

Bo Li, Anmol Gulati, Jiahui Yu,Tara N. Sainath,Chung-Cheng Chiu,Arun Narayanan, Shuo-Yiin Chang,Ruoming Pang,Yanzhang He, James Qin,Wei Han, Qiao Liang

Bibtex

Efficient Knowledge Distillation for RNN-Transducer Models

Sankaran Panchapagesan, Daniel S. Park,Chung-Cheng Chiu, Yuan Shangguan, Qiao Liang, Alexander Gruenstein

Bibtex

Cascaded encoders for unifying streaming and non-streaming ASR

Arun Narayanan,Tara N. Sainath,Ruoming Pang, Jiahui Yu,Chung-Cheng Chiu,Rohit Prabhavalkar,Ehsan Variani,Trevor Strohman

Bibtex

Improving Streaming Automatic Speech Recognition With Non-Streaming Model Distillation On Unsupervised Data

Thibault Doutre, Wei Han, Min Ma, Zhiyun Lu,Chung-Cheng Chiu,Ruoming Pang,Arun Narayanan,Ananya Misra,Yu Zhang,Liangliang Cao

Bibtex

Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition

Wei Li, James Qin,Chung-Cheng Chiu,Ruoming Pang, Yanzhang He

INTERSPEECH, pp.2122-2126, (2020)

EIBibtex

FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization

Jiahui Yu,Chung-Cheng Chiu,Bo Li, Shuo-yiin Chang,Tara N. Sainath,Yanzhang He,Arun Narayanan, Wei Han, Anmol Gulati,Yonghui Wu,Ruoming Pang

Bibtex

Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition

Yu Zhang, James Qin, Daniel S. Park, Wei Han,Chung-Cheng Chiu,Ruoming Pang,Quoc V. Le,Yonghui Wu

Bibtex

Universal ASR: Unify and Improve Streaming ASR with Full-context Modeling

Jiahui Yu, Wei Han, Anmol Gulati,Chung-Cheng Chiu,Bo Li,Tara N. Sainath,Yonghui Wu,Ruoming Pang

Bibtex

A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency

Sainath Tara N., He Yanzhang,Li Bo,Narayanan Arun,Pang Ruoming, Bruguier Antoine, Chang Shuo-yiin,Li Wei,Alvarez Raziel,Chen Zhifeng,Chiu Chung-Cheng, Garcia David

ICASSP, pp.6059-6063, (2020)

Cited by8EIBibtex

An Attention-Based Joint Acoustic and Text on-Device End-To-End Model

Tara N. Sainath,Ruoming Pang,Ron J. Weiss,Yanzhang He,Chung-cheng Chiu, Trevor Strohman

ICASSP, pp.7039-7043, (2020)

Cited by1EIBibtex

Improved Noisy Student Training for Automatic Speech Recognition

Park Daniel S.,Zhang Yu, Jia Ye, Han Wei,Chiu Chung-Cheng, Li Bo,Wu Yonghui,Le Quoc V.

INTERSPEECH, pp.2817-2821, (2020)

Cited by2EIBibtex

Conformer: Convolution-augmented Transformer for Speech Recognition

Gulati Anmol, Qin James,Chiu Chung-Cheng, Parmar Niki, Zhang Yu, Yu Jiahui, Han Wei, Wang Shibo, Zhang Zhengdong,Wu Yonghui,Pang Ruoming

INTERSPEECH, pp.5036-5040, (2020)

EIBibtex

ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context

Han Wei, Zhang Zhengdong,Zhang Yu, Yu Jiahui,Chiu Chung-Cheng, Qin James, Gulati Anmol,Pang Ruoming,Wu Yonghui

INTERSPEECH, pp.3610-3614, (2020)

EIBibtex

Monotonic Infinite Lookback Attention for Simultaneous Machine Translation

Naveen Arivazhagan, Colin Cherry,Wolfgang Macherey,Chung-Cheng Chiu,Semih Yavuz,Ruoming Pang,Wei Li,Colin Raffel

Meeting of the Association for Computational Linguistics, (2019)

EIBibtex

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

Jonathan Shen,Patrick Nguyen,Yonghui Wu,Zhifeng Chen, Mia X. Chen, Ye Jia, Anjuli Kannan,Tara N. Sainath,Yuan Cao,Chung-Cheng Chiu, Yanzhang He, Jan Chorowski

arXiv: Learning, (2019)

Cited by37EIBibtex

SpecAugment - A Simple Data Augmentation Method for Automatic Speech Recognition

Daniel S. Park,William Chan,Yu Zhang,Chung-Cheng Chiu, Barret Zoph,Ekin D. Cubuk,Quoc V. Le

INTERSPEECH, pp.2613-2617, (2019)

Cited by241EIBibtex

Monotonic Infinite Lookback Attention for Simultaneous Machine Translation

Naveen Arivazhagan, Colin Cherry,Wolfgang Macherey,Chung-Cheng Chiu, Semih Yavuz,Ruoming Pang,Wei Li, Colin Raffel

ACL (1), pp.1313-1323, (2019)

EIBibtex

SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition

Daniel S. Park,William Chan,Yu Zhang,Chung-Cheng Chiu, Barret Zoph,Ekin D. Cubuk,Quoc V. Le

Conference of the International Speech Communication Association, (2019)

Cited by433EIBibtex

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