Yanzhang He

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 83

Top Topics

Speech Recognition

Top Venues

Publications

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
Massive End-to-end Models for Short Search Queries. CoRR (2023)
Shaojin Ding, David Qiu, David Rim, Yanzhang He, Oleg Rybakov, Bo Li, Rohit Prabhavalkar, Weiran Wang, Tara N. Sainath, Shivani Agrawal, Zhonglin Han, Jian Li, Amir Yazdanbakhsh
USM-Lite: Quantization and Sparsity Aware Fine-tuning for Speech Recognition with Universal Speech Models. CoRR (2023)
Xingyu Cai, David Qiu, Shaojin Ding, Dongseong Hwang, Weiran Wang, Antoine Bruguier, Rohit Prabhavalkar, Tara N. Sainath, Yanzhang He
Efficient Cascaded Streaming ASR System Via Frame Rate Reduction. ASRU (2023)
Steven M. Hernandez, Ding Zhao, Shaojin Ding, Antoine Bruguier, Rohit Prabhavalkar, Tara N. Sainath, Yanzhang He, Ian McGraw
Sharing Low Rank Conformer Weights for Tiny Always-On Ambient Speech Recognition Models. CoRR (2023)
Antoine Bruguier, David Qiu, Yanzhang He
Partial Rewriting for Multi-Stage ASR. CoRR (2023)
David Qiu, David Rim, Shaojin Ding, Oleg Rybakov, Yanzhang He
RAND: Robustness Aware Norm Decay For Quantized Seq2seq Models. CoRR (2023)
Tom O'Malley, Shaojin Ding, Arun Narayanan, Quan Wang, Rajeev Rikhye, Qiao Liang, Yanzhang He, Ian McGraw
Conditional Conformer: Improving Speaker Modulation For Single And Multi-User Speech Enhancement. ICASSP (2023)
Steven M. Hernandez, Ding Zhao, Shaojin Ding, Antoine Bruguier, Rohit Prabhavalkar, Tara N. Sainath, Yanzhang He, Ian McGraw
Sharing Low Rank Conformer Weights for Tiny Always-On Ambient Speech Recognition Models. ICASSP (2023)
David Qiu, Shaojin Ding, Yanzhang He
The Role of Feature Correlation on Quantized Neural Networks. ASRU (2023)
W. Ronny Huang, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, David Rybach, Robert David, Rohit Prabhavalkar, Cyril Allauzen, Cal Peyser, Trevor D. Strohman
E2E Segmentation in a Two-Pass Cascaded Encoder ASR Model. ICASSP (2023)
Weiran Wang, Ding Zhao, Shaojin Ding, Hao Zhang, Shuo-Yiin Chang, David Rybach, Tara N. Sainath, Yanzhang He, Ian McGraw, Shankar Kumar
Multi-Output RNN-T Joint Networks for Multi-Task Learning of ASR and Auxiliary Tasks. ICASSP (2023)
Antoine Bruguier, David Qiu, Trevor Strohman, Yanzhang He
Flickering Reduction with Partial Hypothesis Reranking for Streaming ASR. SLT (2022)
Shaan Bijwadia, Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Yanzhang He
Unified End-to-End Speech Recognition and Endpointing for Fast and Efficient Speech Systems. CoRR (2022)
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
Improving Rare Word Recognition with LM-aware MWER Training. INTERSPEECH (2022)
Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ian McGraw
Closing the Gap Between Single-User and Multi-User VoiceFilter-Lite. Odyssey (2022)
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
A Language Agnostic Multilingual Streaming On-Device ASR System. CoRR (2022)
Shaojin Ding, Phoenix Meadowlark, Yanzhang He, Lukasz Lew, Shivani Agrawal, Oleg Rybakov
4-bit Conformer with Native Quantization Aware Training for Speech Recognition. CoRR (2022)
Ke Hu, Tara N. Sainath, Yanzhang He, Rohit Prabhavalkar, Trevor Strohman, Sepand Mavandadi, Weiran Wang
Improving Deliberation by Text-Only and Semi-Supervised Training. INTERSPEECH (2022)
W. Ronny Huang, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, David Rybach, Robert David, Rohit Prabhavalkar, Cyril Allauzen, Cal Peyser, Trevor D. Strohman
E2E Segmentation in a Two-Pass Cascaded Encoder ASR Model. CoRR (2022)
Shaojin Ding, Rajeev Rikhye, Qiao Liang, Yanzhang He, Quan Wang, Arun Narayanan, Tom O'Malley, Ian McGraw
Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition. CoRR (2022)
Dongseong Hwang, Ananya Misra, Zhouyuan Huo, Nikhil Siddhartha, Shefali Garg, David Qiu, Khe Chai Sim, Trevor Strohman, Françoise Beaufays, Yanzhang He
Large-Scale ASR Domain Adaptation Using Self- and Semi-Supervised Learning. ICASSP (2022)
Shaan Bijwadia, Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Yanzhang He
Unified End-to-End Speech Recognition and Endpointing for Fast and Efficient Speech Systems. SLT (2022)
Qiujia Li, Yu Zhang, David Qiu, Yanzhang He, Liangliang Cao, Philip C. Woodland
Improving Confidence Estimation on Out-of-Domain Data for End-to-End Speech Recognition. ICASSP (2022)
Shaojin Ding, Phoenix Meadowlark, Yanzhang He, Lukasz Lew, Shivani Agrawal, Oleg Rybakov
4-bit Conformer with Native Quantization Aware Training for Speech Recognition. INTERSPEECH (2022)
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
Improving Rare Word Recognition with LM-aware MWER Training. CoRR (2022)
Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ian McGraw
Closing the Gap between Single-User and Multi-User VoiceFilter-Lite. CoRR (2022)
David Qiu, Tsendsuren Munkhdalai, Yanzhang He, Khe Chai Sim
Context-Aware Neural Confidence Estimation for Rare Word Speech Recognition. SLT (2022)
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
Improving The Latency And Quality Of Cascaded Encoders. ICASSP (2022)
Shaojin Ding, Rajeev Rikhye, Qiao Liang, Yanzhang He, Quan Wang, Arun Narayanan, Tom O'Malley, Ian McGraw
Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition. INTERSPEECH (2022)
Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Trevor Strohman, Qiao Liang, Yanzhang He
Turn-Taking Prediction for Natural Conversational Speech. INTERSPEECH (2022)
Ke Hu, Tara N. Sainath, Yanzhang He, Rohit Prabhavalkar, Trevor Strohman, Sepand Mavandadi, Weiran Wang
Improving Deliberation by Text-Only and Semi-Supervised Training. CoRR (2022)
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
A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes. INTERSPEECH (2022)
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
A Language Agnostic Multilingual Streaming On-Device ASR System. INTERSPEECH (2022)
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
A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes. CoRR (2022)
Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Trevor Strohman, Qiao Liang, Yanzhang He
Turn-Taking Prediction for Natural Conversational Speech. CoRR (2022)
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
FastEmit: Low-Latency Streaming ASR with Sequence-Level Emission Regularization. ICASSP (2021)
Dongseong Hwang, Ananya Misra, Zhouyuan Huo, Nikhil Siddhartha, Shefali Garg, David Qiu, Khe Chai Sim, Trevor Strohman, Françoise Beaufays, Yanzhang He
Large-scale ASR Domain Adaptation using Self- and Semi-supervised Learning. CoRR (2021)
Rami Botros, Tara N. Sainath, Robert David, Emmanuel Guzman, Wei Li, Yanzhang He
Tied & Reduced RNN-T Decoder. CoRR (2021)
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
Learning Word-Level Confidence For Subword End-to-End ASR. CoRR (2021)
Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ian McGraw
Multi-user VoiceFilter-Lite via Attentive Speaker Embedding. CoRR (2021)
Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ding Zhao, Yiteng Huang, Arun Narayanan, Ian McGraw
Personalized Keyphrase Detection using Speaker and Environment Information. CoRR (2021)
David Qiu, Yanzhang He, Qiujia Li, Yu Zhang, Liangliang Cao, Ian McGraw
Multi-Task Learning for End-to-End ASR Word and Utterance Confidence with Deletion Prediction. CoRR (2021)
Arun Narayanan, Chung-Cheng Chiu, Tom O'Malley, Quan Wang, Yanzhang He
Cross-attention conformer for context modeling in speech enhancement for ASR. CoRR (2021)
Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ian McGraw
Multi-User Voicefilter-Lite via Attentive Speaker Embedding. ASRU (2021)
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
An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling. Interspeech (2021)
Arun Narayanan, Chung-Cheng Chiu, Tom O'Malley, Quan Wang, Yanzhang He
Cross-Attention Conformer for Context Modeling in Speech Enhancement for ASR. ASRU (2021)
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
Learning Word-Level Confidence for Subword End-To-End ASR. ICASSP (2021)
Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath
Less is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging. ICASSP (2021)
Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ding Zhao, Yiteng Huang, Arun Narayanan, Ian McGraw
Personalized Keyphrase Detection Using Speaker and Environment Information. Interspeech (2021)
Qiujia Li, Yu Zhang, David Qiu, Yanzhang He, Liangliang Cao, Philip C. Woodland
Improving Confidence Estimation on Out-of-Domain Data for End-to-End Speech Recognition. CoRR (2021)
David Qiu, Yanzhang He, Qiujia Li, Yu Zhang, Liangliang Cao, Ian McGraw
Multi-Task Learning for End-to-End ASR Word and Utterance Confidence with Deletion Prediction. Interspeech (2021)
Rami Botros, Tara N. Sainath, Robert David, Emmanuel Guzman, Wei Li, Yanzhang He
Tied & Reduced RNN-T Decoder. Interspeech (2021)
Qiujia Li, David Qiu, Yu Zhang, Bo Li, Yanzhang He, Philip C. Woodland, Liangliang Cao, Trevor Strohman
Confidence Estimation for Attention-Based Sequence-to-Sequence Models for Speech Recognition. ICASSP (2021)
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
A Better and Faster end-to-end Model for Streaming ASR. ICASSP (2021)
Wei Li, James Qin, Chung-Cheng Chiu, Ruoming Pang, Yanzhang He
Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition. CoRR (2020)
Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath
Less Is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging. CoRR (2020)
Quan Wang, Ignacio Lopez-Moreno, Mert Saglam, Kevin W. Wilson, Alan Chiao, Renjie Liu, Yanzhang He, Wei Li, Jason Pelecanos, Marily Nika, Alexander Gruenstein
VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition. CoRR (2020)
Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Ruoming Pang, Yanzhang He, Trevor Strohman, Yonghui Wu
Towards Fast and Accurate Streaming End-To-End ASR. ICASSP (2020)
Shuo-Yiin Chang, Bo Li, David Rybach, Yanzhang He, Wei Li, Tara N. Sainath, Trevor Strohman
Low Latency Speech Recognition Using End-to-End Prefetching. INTERSPEECH (2020)
Yuan Shangguan, Kate Knister, Yanzhang He, Ian McGraw, Françoise Beaufays
Analyzing the Quality and Stability of a Streaming End-to-End On-Device Speech Recognizer. INTERSPEECH (2020)
Tara N. Sainath, Ruoming Pang, Ron J. Weiss, Yanzhang He, Chung-Cheng Chiu, Trevor Strohman
An Attention-Based Joint Acoustic and Text on-Device End-To-End Model. ICASSP (2020)
Quan Wang, Ignacio Lopez-Moreno, Mert Saglam, Kevin W. Wilson, Alan Chiao, Renjie Liu, Yanzhang He, Wei Li, Jason Pelecanos, Marily Nika, Alexander Gruenstein
VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition. INTERSPEECH (2020)
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
A Better and Faster End-to-End Model for Streaming ASR. CoRR (2020)
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
FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization. CoRR (2020)
Yuan Shangguan, Kate Knister, Yanzhang He, Ian McGraw, Françoise Beaufays
Analyzing the Quality and Stability of a Streaming End-to-End On-Device Speech Recognizer. CoRR (2020)
Wei Li, James Qin, Chung-Cheng Chiu, Ruoming Pang, Yanzhang He
Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition. INTERSPEECH (2020)
Qiujia Li, David Qiu, Yu Zhang, Bo Li, Yanzhang He, Philip C. Woodland, Liangliang Cao, Trevor Strohman
Confidence Estimation for Attention-based Sequence-to-sequence Models for Speech Recognition. CoRR (2020)
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
A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency. CoRR (2020)
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
A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency. ICASSP (2020)
Shuo-Yiin Chang, Rohit Prabhavalkar, Yanzhang He, Tara N. Sainath, Gabor Simko
Joint Endpointing and Decoding with End-to-end Models. ICASSP (2019)
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
Streaming End-to-end Speech Recognition for Mobile Devices. ICASSP (2019)
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
Two-Pass End-to-End Speech Recognition. CoRR (2019)
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
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling. CoRR (2019)
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
Two-Pass End-to-End Speech Recognition. INTERSPEECH (2019)
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
Streaming End-to-end Speech Recognition For Mobile Devices. CoRR (2018)
Yanzhang He, Rohit Prabhavalkar, Kanishka Rao, Wei Li, Anton Bakhtin, Ian McGraw
Streaming Small-Footprint Keyword Spotting using Sequence-to-Sequence Models. CoRR (2017)
Yanzhang He, Rohit Prabhavalkar, Kanishka Rao, Wei Li, Anton Bakhtin, Ian McGraw
Streaming small-footprint keyword spotting using sequence-to-sequence models. ASRU (2017)
Yanzhang He, Xiaohong Jiang, Changbo Dai, Zikun Fan
Self-adaptive Failure Detector for Peer-to-Peer Distributed System Considering the Link Faults. APPT (2017)
Yanzhang He, Peter Baumann, Hao Fang, Brian Hutchinson, Aaron Jaech, Mari Ostendorf, Eric Fosler-Lussier, Janet B. Pierrehumbert
Using Pronunciation-Based Morphological Subword Units to Improve OOV Handling in Keyword Search. IEEE ACM Trans. Audio Speech Lang. Process. 24 (1) (2016)
Yanzhang He, Eric Fosler-Lussier
Segmental conditional random fields with deep neural networks as acoustic models for first-pass word recognition. INTERSPEECH (2015)
Deblin Bagchi, Michael I. Mandel, Zhongqiu Wang, Yanzhang He, Andrew R. Plummer, Eric Fosler-Lussier
Combining spectral feature mapping and multi-channel model-based source separation for noise-robust automatic speech recognition. ASRU (2015)
Hang Su, Van Tung Pham, Yanzhang He, James Hieronymus
Improvements on transducing syllable lattice to word lattice for keyword search. ICASSP (2015)
Kun Han, Yanzhang He, Deblin Bagchi, Eric Fosler-Lussier, DeLiang Wang
Deep neural network based spectral feature mapping for robust speech recognition. INTERSPEECH (2015)
Xiang Li, Xiaohong Jiang, Yanzhang He
Virtual Machine Scheduling Considering Both Computing and Cooling Energy. HPCC/CSS/ICESS (2014)
Yanzhang He, Brian Hutchinson, Peter Baumann, Mari Ostendorf, Eric Fosler-Lussier, Janet B. Pierrehumbert
Subword-based modeling for handling OOV words inkeyword spotting. ICASSP (2014)
Hang Su, James Hieronymus, Yanzhang He, Eric Fosler-Lussier, Steven Wegmann
Syllable based keyword search: Transducing syllable lattices to word lattices. SLT (2014)
Yanzhang He, Xiaohong Jiang, Zhaohui Wu, Kejiang Ye, Zhongzhong Chen
Scalability Analysis and Improvement of Hadoop Virtual Cluster with Cost Consideration. IEEE CLOUD (2014)
Yanzhang He, Xiaohong Jiang, Kejiang Ye, Ran Ma, Xiang Li
HPACS: A High Privacy and Availability Cloud Storage Platform with Matrix Encryption. APPT (2013)
Eric Fosler-Lussier, Yanzhang He, Preethi Jyothi, Rohit Prabhavalkar
Conditional Random Fields in Speech, Audio, and Language Processing. Proc. IEEE 101 (5) (2013)
Yanzhang He, Eric Fosler-Lussier
Efficient Segmental Conditional Random Fields for One-Pass Phone Recognition. INTERSPEECH (2012)
Kejiang Ye, Xiaohong Jiang, Yanzhang He, Xiang Li, Haiming Yan, Peng Huang
vHadoop: A Scalable Hadoop Virtual Cluster Platform for MapReduce-Based Parallel Machine Learning with Performance Consideration. CLUSTER Workshops (2012)