Ruoming Pang(庞若鸣)

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Papers53 papers

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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

Cited by2Bibtex

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

Bibtex

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

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

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)

EIBibtex

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

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

Bibtex

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

Deliberation Model Based Two-Pass End-to-End Speech Recognition

Hu Ke,Sainath Tara N.,Pang Ruoming,Prabhavalkar Rohit

ICASSP, pp.7799-7803, (2020)

EIBibtex

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

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

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

EfficientDet: Scalable and Efficient Object Detection

Tan Mingxing,Pang Ruoming,Le Quoc V.

CVPR, pp.10778-10787, (2019)

Cited by45EIBibtex

Hierarchical Generative Modeling for Controllable Speech Synthesis

Wei-Ning Hsu,Yu Zhang,Ron J. Weiss,Heiga Zen,Yonghui Wu,Yuxuan Wang,Yuan Cao, Ye Jia,Zhifeng Chen, Jonathan Shen,Patrick Nguyen,Ruoming Pang

international conference on learning representations, (2019)

Cited by46EIBibtex

Streaming End-to-end Speech Recognition For Mobile Devices

Yanzhang He,Tara N. Sainath,Rohit Prabhavalkar,Ian McGraw,Raziel Alvarez,Ding Zhao,David Rybach, Anjuli Kannan,Yonghui Wu,Ruoming Pang, Qiao Liang, Deepti Bhatia

international conference on acoustics, speech, and signal processing, (2019)

Cited by102EIBibtex

Semi-supervised Training for End-to-end Models via Weak Distillation

Bo Li,Tara N. Sainath,Ruoming Pang, Zelin Wu

ICASSP, pp.2837-2841, (2019)

EIBibtex

Two-Pass End-to-End Speech Recognition

Tara N. Sainath,Ruoming Pang,David Rybach, Yanzhang He,Rohit Prabhavalkar,Wei Li,Mirkó Visontai, Qiao Liang, Trevor Strohman,Yonghui Wu,Ian McGraw,Chung-Cheng Chiu

INTERSPEECH, pp.2773-2777, (2019)

Cited by12EIBibtex

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