Yanzhang He

According to our database, Yanzhang He authored at least 65 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Massive End-to-end Speech Recognition Models with Time Reduction.

Weiran Wang, Rohit Prabhavalkar, Haozhe Shan, Zhong Meng, Dongseong Hwang, Qiujia Li, Khe Chai Sim, Bo Li, James Qin, Xingyu Cai, Adam Stooke, Chengjian Zheng, Yanzhang He, Tara N. Sainath, Pedro Moreno Mengibar

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Extreme Encoder Output Frame Rate Reduction: Improving Computational Latencies of Large End-to-End Models.

Rohit Prabhavalkar, Zhong Meng, Weiran Wang, Adam Stooke, Xingyu Cai, Yanzhang He, Arun Narayanan, Dongseong Hwang, Tara N. Sainath, Pedro J. Moreno

Proceedings of the IEEE International Conference on Acoustics, 2024

USM-Lite: Quantization and Sparsity Aware Fine-Tuning for Speech Recognition with Universal Speech Models.

Shaojin Ding, David Qiu, David Rim, Yanzhang He, Oleg Rybakov, Bo Li, Rohit Prabhavalkar, Weiran Wang, Tara N. Sainath, Zhonglin Han, Jian Li, Amir Yazdanbakhsh, Shivani Agrawal

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Partial Rewriting for Multi-Stage ASR.

Antoine Bruguier, David Qiu, Yanzhang He

CoRR, 2023

Massive End-to-end Models for Short Search Queries.

Weiran Wang, Rohit Prabhavalkar, Dongseong Hwang, Qiujia Li, Khe Chai Sim, Bo Li, James Qin, Xingyu Cai, Adam Stooke, Zhong Meng, CJ Zheng, Yanzhang He, Tara N. Sainath, Pedro Moreno Mengibar

CoRR, 2023

RAND: Robustness Aware Norm Decay For Quantized Seq2seq Models.

David Qiu, David Rim, Shaojin Ding, Oleg Rybakov, Yanzhang He

CoRR, 2023

2-bit Conformer quantization for automatic speech recognition.

Oleg Rybakov, Phoenix Meadowlark, Shaojin Ding, David Qiu, Jian Li, David Rim, Yanzhang He

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Multi-Output RNN-T Joint Networks for Multi-Task Learning of ASR and Auxiliary Tasks.

Weiran Wang, Ding Zhao, Shaojin Ding, Hao Zhang, Shuo-Yiin Chang, David Rybach, Tara N. Sainath, Yanzhang He, Ian McGraw, Shankar Kumar

Proceedings of the IEEE International Conference on Acoustics, 2023

Conditional Conformer: Improving Speaker Modulation For Single And Multi-User Speech Enhancement.

Tom O'Malley, Shaojin Ding, Arun Narayanan, Quan Wang, Rajeev Rikhye, Qiao Liang, Yanzhang He, Ian McGraw

Proceedings of the IEEE International Conference on Acoustics, 2023

E2E Segmentation in a Two-Pass Cascaded Encoder ASR Model.

W. Ronny Huang, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, David Rybach, Robert David, Rohit Prabhavalkar, Cyril Allauzen, Cal Peyser, Trevor D. Strohman

Proceedings of the IEEE International Conference on Acoustics, 2023

Sharing Low Rank Conformer Weights for Tiny Always-On Ambient Speech Recognition Models.

Steven M. Hernandez, Ding Zhao, Shaojin Ding, Antoine Bruguier, Rohit Prabhavalkar, Tara N. Sainath, Yanzhang He, Ian McGraw

Proceedings of the IEEE International Conference on Acoustics, 2023

The Role of Feature Correlation on Quantized Neural Networks.

David Qiu, Shaojin Ding, Yanzhang He

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Efficient Cascaded Streaming ASR System Via Frame Rate Reduction.

Xingyu Cai, David Qiu, Shaojin Ding, Dongseong Hwang, Weiran Wang, Antoine Bruguier, Rohit Prabhavalkar, Tara N. Sainath, Yanzhang He

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Context-Aware Neural Confidence Estimation for Rare Word Speech Recognition.

David Qiu, Tsendsuren Munkhdalai, Yanzhang He, Khe Chai Sim

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Flickering Reduction with Partial Hypothesis Reranking for Streaming ASR.

Antoine Bruguier, David Qiu, Trevor Strohman, Yanzhang He

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

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

Shaan Bijwadia, Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Yanzhang He

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Closing the Gap Between Single-User and Multi-User VoiceFilter-Lite.

Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ian McGraw

Proceedings of the Odyssey 2022: The Speaker and Language Recognition Workshop, 28 June, 2022

Improving Rare Word Recognition with LM-aware MWER Training.

Weiran Wang, Tongzhou Chen, Tara N. Sainath, Ehsan Variani, Rohit Prabhavalkar, W. Ronny Huang, Bhuvana Ramabhadran, Neeraj Gaur, Sepand Mavandadi, Cal Peyser, Trevor Strohman, Yanzhang He, David Rybach

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

A Language Agnostic Multilingual Streaming On-Device ASR System.

Bo Li, Tara N. Sainath, Ruoming Pang, Shuo-Yiin Chang, Qiumin Xu, Trevor Strohman, Vince Chen, Qiao Liang, Heguang Liu, Yanzhang He, Parisa Haghani, Sameer Bidichandani

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Improving Deliberation by Text-Only and Semi-Supervised Training.

Ke Hu, Tara N. Sainath, Yanzhang He, Rohit Prabhavalkar, Trevor Strohman, Sepand Mavandadi, Weiran Wang

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes.

Shaojin Ding, Weiran Wang, Ding Zhao, Tara N. Sainath, Yanzhang He, Robert David, Rami Botros, Xin Wang, Rina Panigrahy, Qiao Liang, Dongseong Hwang, Ian McGraw, Rohit Prabhavalkar, Trevor Strohman

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition.

Shaojin Ding, Rajeev Rikhye, Qiao Liang, Yanzhang He, Quan Wang, Arun Narayanan, Tom O'Malley, Ian McGraw

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

4-bit Conformer with Native Quantization Aware Training for Speech Recognition.

Shaojin Ding, Phoenix Meadowlark, Yanzhang He, Lukasz Lew, Shivani Agrawal, Oleg Rybakov

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Turn-Taking Prediction for Natural Conversational Speech.

Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Trevor Strohman, Qiao Liang, Yanzhang He

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Improving The Latency And Quality Of Cascaded Encoders.

Tara N. Sainath, Yanzhang He, Arun Narayanan, Rami Botros, Weiran Wang, David Qiu, Chung-Cheng Chiu, Rohit Prabhavalkar, Alexander Gruenstein, Anmol Gulati, Bo Li, David Rybach, Emmanuel Guzman, Ian McGraw, James Qin, Krzysztof Choromanski, Qiao Liang, Robert David, Ruoming Pang, Shuo-Yiin Chang, Trevor Strohman, W. Ronny Huang, Wei Han, Yonghui Wu, Yu Zhang

Proceedings of the IEEE International Conference on Acoustics, 2022

Improving Confidence Estimation on Out-of-Domain Data for End-to-End Speech Recognition.

Qiujia Li, Yu Zhang, David Qiu, Yanzhang He, Liangliang Cao, Philip C. Woodland

Proceedings of the IEEE International Conference on Acoustics, 2022

Large-Scale ASR Domain Adaptation Using Self- and Semi-Supervised Learning.

Dongseong Hwang, Ananya Misra, Zhouyuan Huo, Nikhil Siddhartha, Shefali Garg, David Qiu, Khe Chai Sim, Trevor Strohman, Françoise Beaufays, Yanzhang He

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling.

Tara N. Sainath, Yanzhang He, Arun Narayanan, Rami Botros, Ruoming Pang, David Rybach, Cyril Allauzen, Ehsan Variani, James Qin, Quoc-Nam Le-The, Shuo-Yiin Chang, Bo Li, Anmol Gulati, Jiahui Yu, Chung-Cheng Chiu, Diamantino Caseiro, Wei Li, Qiao Liang, Pat Rondon

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Personalized Keyphrase Detection Using Speaker and Environment Information.

Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ding Zhao, Yiteng Huang, Arun Narayanan, Ian McGraw

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Multi-Task Learning for End-to-End ASR Word and Utterance Confidence with Deletion Prediction.

David Qiu, Yanzhang He, Qiujia Li, Yu Zhang, Liangliang Cao, Ian McGraw

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Tied & Reduced RNN-T Decoder.

Rami Botros, Tara N. Sainath, Robert David, Emmanuel Guzman, Wei Li, Yanzhang He

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

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

Proceedings of the IEEE International Conference on Acoustics, 2021

Learning Word-Level Confidence for Subword End-To-End ASR.

David Qiu, Qiujia Li, Yanzhang He, Yu Zhang, Bo Li, Liangliang Cao, Rohit Prabhavalkar, Deepti Bhatia, Wei Li, Ke Hu, Tara N. Sainath, Ian McGraw

Proceedings of the IEEE International Conference on Acoustics, 2021

Less is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging.

Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath

Proceedings of the IEEE International Conference on Acoustics, 2021

Confidence Estimation for Attention-Based Sequence-to-Sequence Models for Speech Recognition.

Qiujia Li, David Qiu, Yu Zhang, Bo Li, Yanzhang He, Philip C. Woodland, Liangliang Cao, Trevor Strohman

Proceedings of the IEEE International Conference on Acoustics, 2021

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, Yu Zhang, Trevor Strohman, Yonghui Wu

Proceedings of the IEEE International Conference on Acoustics, 2021

Multi-User Voicefilter-Lite via Attentive Speaker Embedding.

Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ian McGraw

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

Cross-Attention Conformer for Context Modeling in Speech Enhancement for ASR.

Arun Narayanan, Chung-Cheng Chiu, Tom O'Malley, Quan Wang, Yanzhang He

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

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

Tara N. Sainath, Yanzhang He, Bo Li, Arun Narayanan, Ruoming Pang, Antoine Bruguier, Shuo-Yiin Chang, Wei Li, Raziel Alvarez, Zhifeng Chen, Chung-Cheng Chiu, David Garcia, Alexander Gruenstein, Ke Hu, Minho Jin, Anjuli Kannan, Qiao Liang, Ian McGraw, Cal Peyser, Rohit Prabhavalkar, Golan Pundak, David Rybach, Yuan Shangguan, Yash Sheth, Trevor Strohman, Mirkó Visontai, Yonghui Wu, Yu Zhang, Ding Zhao

CoRR, 2020

VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition.

Quan Wang, Ignacio López-Moreno, Mert Saglam, Kevin W. Wilson, Alan Chiao, Renjie Liu, Yanzhang He, Wei Li, Jason Pelecanos, Marily Nika, Alexander Gruenstein

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Analyzing the Quality and Stability of a Streaming End-to-End On-Device Speech Recognizer.

Yuan Shangguan, Kate Knister, Yanzhang He, Ian McGraw, Françoise Beaufays

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition.

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

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Low Latency Speech Recognition Using End-to-End Prefetching.

Shuo-Yiin Chang, Bo Li, David Rybach, Yanzhang He, Wei Li, Tara N. Sainath, Trevor Strohman

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

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

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

Tara N. Sainath, Yanzhang He, Bo Li, Arun Narayanan, Ruoming Pang, Antoine Bruguier, Shuo-Yiin Chang, Wei Li, Raziel Alvarez, Zhifeng Chen, Chung-Cheng Chiu, David Garcia, Alexander Gruenstein, Ke Hu, Anjuli Kannan, Qiao Liang, Ian McGraw, Cal Peyser, Rohit Prabhavalkar, Golan Pundak, David Rybach, Yuan Shangguan, Yash Sheth, Trevor Strohman, Mirkó Visontai, Yonghui Wu, Yu Zhang, Ding Zhao

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Towards Fast and Accurate Streaming End-To-End ASR.

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

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

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

Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. 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 F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert 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

CoRR, 2019

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

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

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, Yuan Shangguan, Bo Li, Golan Pundak, Khe Chai Sim, Tom Bagby, Shuo-Yiin Chang, Kanishka Rao, Alexander Gruenstein

Proceedings of the IEEE International Conference on Acoustics, 2019

Joint Endpointing and Decoding with End-to-end Models.

Shuo-Yiin Chang, Rohit Prabhavalkar, Yanzhang He, Tara N. Sainath, Gabor Simko

Proceedings of the IEEE International Conference on Acoustics, 2019

2017

Streaming small-footprint keyword spotting using sequence-to-sequence models.

Yanzhang He, Rohit Prabhavalkar, Kanishka Rao, Wei Li, Anton Bakhtin, Ian McGraw

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

Self-adaptive Failure Detector for Peer-to-Peer Distributed System Considering the Link Faults.

Yanzhang He, Xiaohong Jiang, Changbo Dai, Zikun Fan

Proceedings of the Advanced Parallel Processing Technologies, 2017

2016

Using Pronunciation-Based Morphological Subword Units to Improve OOV Handling in Keyword Search.

Yanzhang He, Peter Baumann, Hao Fang, Brian Hutchinson, Aaron Jaech, Mari Ostendorf, Eric Fosler-Lussier, Janet B. Pierrehumbert

IEEE ACM Trans. Audio Speech Lang. Process., 2016

2015

Segmental conditional random fields with deep neural networks as acoustic models for first-pass word recognition.

Yanzhang He, Eric Fosler-Lussier

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Deep neural network based spectral feature mapping for robust speech recognition.

Kun Han, Yanzhang He, Deblin Bagchi, Eric Fosler-Lussier, DeLiang Wang

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Improvements on transducing syllable lattice to word lattice for keyword search.

Hang Su, Van Tung Pham, Yanzhang He, James Hieronymus

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Combining spectral feature mapping and multi-channel model-based source separation for noise-robust automatic speech recognition.

Deblin Bagchi, Michael I. Mandel, Zhongqiu Wang, Yanzhang He, Andrew R. Plummer, Eric Fosler-Lussier

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

Syllable based keyword search: Transducing syllable lattices to word lattices.

Hang Su, James Hieronymus, Yanzhang He, Eric Fosler-Lussier, Steven Wegmann

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Subword-based modeling for handling OOV words inkeyword spotting.

Yanzhang He, Brian Hutchinson, Peter Baumann, Mari Ostendorf, Eric Fosler-Lussier, Janet B. Pierrehumbert

Proceedings of the IEEE International Conference on Acoustics, 2014

Virtual Machine Scheduling Considering Both Computing and Cooling Energy.

Xiang Li, Xiaohong Jiang, Yanzhang He

Proceedings of the 2014 IEEE International Conference on High Performance Computing and Communications, 2014

Scalability Analysis and Improvement of Hadoop Virtual Cluster with Cost Consideration.

Yanzhang He, Xiaohong Jiang, Zhaohui Wu, Kejiang Ye, Zhongzhong Chen

Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, June 27, 2014

2013

Conditional Random Fields in Speech, Audio, and Language Processing.

Eric Fosler-Lussier, Yanzhang He, Preethi Jyothi, Rohit Prabhavalkar

Proc. IEEE, 2013

HPACS: A High Privacy and Availability Cloud Storage Platform with Matrix Encryption.

Yanzhang He, Xiaohong Jiang, Kejiang Ye, Ran Ma, Xiang Li

Proceedings of the Advanced Parallel Processing Technologies, 2013

2012

Efficient Segmental Conditional Random Fields for One-Pass Phone Recognition.

Yanzhang He, Eric Fosler-Lussier

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

vHadoop: A Scalable Hadoop Virtual Cluster Platform for MapReduce-Based Parallel Machine Learning with Performance Consideration.

Kejiang Ye, Xiaohong Jiang, Yanzhang He, Xiang Li, Haiming Yan, Peng Huang

Proceedings of the 2012 IEEE International Conference on Cluster Computing Workshops, 2012