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
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
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, Gruenstein, Alex, Hu, Ke, Kannan, Anjuli, Liang, Qiao, McGraw, Ian, Peyser, Cal, Prabhavalkar, Rohit, Pundak, Golan, Rybach, David, Shangguan, Yuan, Sheth, Yash, Strohman, Trevor, Visontai, Mirko, Wu, Yonghui, Zhang, Yu, Zhao, Ding
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
Subword-based modeling for handling OOV words inkeyword spotting
Yanzhang He, Hutchinson, Brian, Baumann, Peter, Ostendorf, Mari, Fosler-Lussier, Eric, Pierrehumbert, Janet
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
Using Pronunciation-Based Morphological Subword Units to Improve OOV Handling in Keyword Search
Yanzhang He, Baumann, Peter, Hao Fang, Hutchinson, Brian, Jaech, Aaron, Ostendorf, Mari, Fosler-Lussier, Eric, Pierrehumbert, Janet
Published in IEEE/ACM transactions on audio, speech, and language processing (01.01.2016)
Published in IEEE/ACM transactions on audio, speech, and language processing (01.01.2016)
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Journal Article
Combining spectral feature mapping and multi-channel model-based source separation for noise-robust automatic speech recognition
Bagchi, Deblin, Mandel, Michael I., Zhongqiu Wang, Yanzhang He, Plummer, Andrew, Fosler-Lussier, Eric
Published in 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) (01.12.2015)
Published in 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) (01.12.2015)
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Conference Proceeding
Streaming End-to-end Speech Recognition for Mobile Devices
He, Yanzhang, Sainath, Tara N., Prabhavalkar, Rohit, McGraw, Ian, Alvarez, Raziel, Zhao, Ding, Rybach, David, Kannan, Anjuli, Wu, Yonghui, Pang, Ruoming, Liang, Qiao, Bhatia, Deepti, Shangguan, Yuan, Li, Bo, Pundak, Golan, Sim, Khe Chai, Bagby, Tom, Chang, Shuo-yiin, Rao, Kanishka, Gruenstein, Alexander
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
Confidence Estimation for Attention-Based Sequence-to-Sequence Models for Speech Recognition
Li, Qiujia, Qiu, David, Zhang, Yu, Li, Bo, He, Yanzhang, Woodland, Philip C., Cao, Liangliang, Strohman, Trevor
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Conditional Random Fields in Speech, Audio, and Language Processing
Fosler-Lussier, Eric, He, Yanzhang, Jyothi, Preethi, Prabhavalkar, Rohit
Published in Proceedings of the IEEE (01.05.2013)
Published in Proceedings of the IEEE (01.05.2013)
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Journal Article
FastEmit: Low-Latency Streaming ASR with Sequence-Level Emission Regularization
Yu, Jiahui, Chiu, Chung-Cheng, Li, Bo, Chang, Shuo-yiin, Sainath, Tara N., He, Yanzhang, Narayanan, Arun, Han, Wei, Gulati, Anmol, Wu, Yonghui, Pang, Ruoming
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
A Better and Faster end-to-end Model for Streaming ASR
Li, Bo, Gulati, Anmol, Yu, Jiahui, Sainath, Tara N., Chiu, Chung-Cheng, Narayanan, Arun, Chang, Shuo-Yiin, Pang, Ruoming, He, Yanzhang, Qin, James, Han, Wei, Liang, Qiao, Zhang, Yu, Strohman, Trevor, Wu, Yonghui
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Less is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging
Prabhavalkar, Rohit, He, Yanzhang, Rybach, David, Campbell, Sean, Narayanan, Arun, Strohman, Trevor, Sainath, Tara N.
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Syllable based keyword search: Transducing syllable lattices to word lattices
Hang Su, Hieronymus, James, Yanzhang He, Fosler-Lussier, Eric, Wegmann, Steven
Published in 2014 IEEE Spoken Language Technology Workshop (SLT) (01.12.2014)
Published in 2014 IEEE Spoken Language Technology Workshop (SLT) (01.12.2014)
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Conference Proceeding
Learning Word-Level Confidence for Subword End-To-End ASR
Qiu, David, Li, Qiujia, He, Yanzhang, Zhang, Yu, Li, Bo, Cao, Liangliang, Prabhavalkar, Rohit, Bhatia, Deepti, Li, Wei, Hu, Ke, Sainath, Tara N., McGraw, Ian
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Improving Confidence Estimation on Out-of-Domain Data for End-to-End Speech Recognition
Li, Qiujia, Zhang, Yu, Qiu, David, He, Yanzhang, Cao, Liangliang, Woodland, Philip C.
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Virtual Machine Scheduling Considering Both Computing and Cooling Energy
Xiang Li, Xiaohong Jiang, Yanzhang He
Published in 2014 IEEE Intl Conf on High Performance Computing and Communications, 2014 IEEE 6th Intl Symp on Cyberspace Safety and Security, 2014 IEEE 11th Intl Conf on Embedded Software and Syst (HPCC,CSS,ICESS) (01.08.2014)
Published in 2014 IEEE Intl Conf on High Performance Computing and Communications, 2014 IEEE 6th Intl Symp on Cyberspace Safety and Security, 2014 IEEE 11th Intl Conf on Embedded Software and Syst (HPCC,CSS,ICESS) (01.08.2014)
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Conference Proceeding
Conditional Conformer: Improving Speaker Modulation For Single And Multi-User Speech Enhancement
O'Malley, Tom, Ding, Shaojin, Narayanan, Arun, Wang, Quan, Rikhye, Rajeev, Liang, Qiao, He, Yanzhang, McGraw, Ian
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Joint Endpointing and Decoding with End-to-end Models
Chang, Shuo-Yiin, Prabhavalkar, Rohit, He, Yanzhang, Sainath, Tara N., Simko, Gabor
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
Scalability Analysis and Improvement of Hadoop Virtual Cluster with Cost Consideration
Yanzhang He, Xiaohong Jiang, Zhaohui Wu, Kejiang Ye, Zhongzhong Chen
Published in 2014 IEEE 7th International Conference on Cloud Computing (01.06.2014)
Published in 2014 IEEE 7th International Conference on Cloud Computing (01.06.2014)
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Conference Proceeding
Large-Scale ASR Domain Adaptation Using Self- and Semi-Supervised Learning
Hwang, Dongseong, Misra, Ananya, Huo, Zhouyuan, Siddhartha, Nikhil, Garg, Shefali, Qiu, David, Sim, Khe Chai, Strohman, Trevor, Beaufays, Francoise, He, Yanzhang
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
USM-Lite: Quantization and Sparsity Aware Fine-Tuning for Speech Recognition with Universal Speech Models
Ding, Shaojin, Qiu, David, Rim, David, He, Yanzhang, Rybakov, Oleg, Li, Bo, Prabhavalkar, Rohit, Wang, Weiran, Sainath, Tara N., Han, Zhonglin, Li, Jian, Yazdanbakhsh, Amir, Agrawal, Shivani
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding