Ruoming Pang(庞若鸣)

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Papers61 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

BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models

Yu Jiahui,Jin Pengchong,Liu Hanxiao,Bender Gabriel, Kindermans Pieter-Jan,Tan Mingxing,Huang Thomas, Song Xiaodan,Pang Ruoming,Le Quoc

european conference on computer vision, pp.702-717, (2020)

Cited by2Bibtex

Improving Tail Performance of a Deliberation E2E ASR Model Using a Large Text Corpus

Cal Peyser, Sepand Mavandadi,Tara N. Sainath, James Apfel,Ruoming Pang, Shankar Kumar

INTERSPEECH, pp.4921-4925, (2020)

EIBibtex

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

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

Unsupervised Learning of Disentangled Speech Content and Style Representation

Andros Tjandra,Ruoming Pang,Yu Zhang, Shigeki Karita

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

Emitting Word Timings with End-to-End Models

Tara N. Sainath,Ruoming Pang,David Rybach, Basi García,Trevor Strohman

INTERSPEECH, pp.3615-3619, (2020)

EIBibtex

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

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

Improving Tail Performance of a Deliberation E2E ASR Model Using a LargeText Corpus

Cal Peyser, Sepand Mavandadi, Tara N. Sainath, James Apfel,Ruoming Pang, Shankar Kumar

Bibtex

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

Dynamic Sparsity Neural Networks for Automatic Speech Recognition

Wu Zhaofeng,Zhao Ding, Liang Qiao, Yu Jiahui, Gulati Anmol,Pang Ruoming

Bibtex

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

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

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

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

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

Towards Fast and Accurate Streaming End-to-End ASR

Li Bo, Chang Shuo-yiin,Sainath Tara N.,Pang Ruoming, He Yanzhang, Strohman Trevor,Wu Yonghui

ICASSP, pp.6069-6073, (2020)

Cited by2EIBibtex

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