Ruoming Pang - AI Profile

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Google Research

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Lead speech recognition research at Google Brain.
Built Google-scale infrastructure for deep learning, privacy control, and structured search.

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Papers76 papers

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Transformer Based Deliberation for Two-Pass Speech Recognition

Ke Hu,Ruoming Pang,Tara N. Sainath, Trevor Strohman

SLT, pp.68-74, (2021)

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

ICASSP, pp.6004-6008, (2021)

Cited by3EIBibtex

Improving Streaming ASR with Non-streaming Model Distillation on Unsupervised Data

A Misra, A Narayanan,CC Chiu, L Cao, M Ma,R Pang, T Doutre, W Han

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

SLT, pp.873-880, (2021)

Cited by7EIBibtex

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

ICASSP, pp.6558-6562, (2021)

Cited by1EIBibtex

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)

Cited by1EIBibtex

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

ICASSP, pp.5629-5633, (2021)

Cited by1EIBibtex

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

ICASSP, pp.5634-5638, (2021)

EIBibtex

Searching for Fast Model Families on Datacenter Accelerators

Sheng Li, Mingxing Tan,Ruoming Pang, Andrew Li, Liqun Cheng,Quoc Le,Norman P. Jouppi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), (2021)

Bibtex

Dynamic Sparsity Neural Networks for Automatic Speech Recognition

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

ICASSP, pp.6014-6018, (2021)

Cited by3EIBibtex

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 by31EIBibtex

Emitting Word Timings with End-to-End Models

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

INTERSPEECH, pp.3615-3619, (2020)

Cited by1EIBibtex

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)

Cited by4EIBibtex

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 by52EIBibtex

Using Context Information With End-to-End Models for Speech Recognition

Zhao Ding,Li Bo,Pang Ruoming,Sainath Tara N, Rybach David, Bhatia Deepti, Wu Zelin

Bibtex

Unsupervised Learning of Disentangled Speech Content and Style Representation

Andros Tjandra,Ruoming Pang,Yu Zhang, Shigeki Karita

Bibtex

Training machine learning models using adaptive transfer learning

V Vasudevan,R Pang,QV Le, D Peng, J Ngiam, S Kornblith

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

Cited by4Bibtex

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

Cited by9Bibtex

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)

Cited by5EIBibtex

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Ruoming Pang(庞若鸣)Research

Papers76 papers