Zhehuai Chen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 61

Top Topics

Speech Recognition

Confidence Measures

Keyword Spotting

Speech Synthesis

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Krishna C. Puvvada, Piotr Zelasko, He Huang, Oleksii Hrinchuk, Nithin Rao Koluguri, Kunal Dhawan, Somshubra Majumdar, Elena Rastorgueva, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
Less is More: Accurate Speech Recognition & Translation without Web-Scale Data. CoRR (2024)
Hainan Xu, Zhehuai Chen, Fei Jia, Boris Ginsburg
Transducers with Pronunciation-Aware Embeddings for Automatic Speech Recognition. ICASSP (2024)
Zhehuai Chen, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Nithin Rao Koluguri, Piotr Zelasko, Jagadeesh Balam, Boris Ginsburg
BESTOW: Efficient and Streamable Speech Language Model with the Best of Two Worlds in GPT and T5. CoRR (2024)
Christopher Li, Gary Wang, Kyle Kastner, Heng Su, Allen Chen, Andrew Rosenberg, Zhehuai Chen, Zelin Wu, Leonid Velikovich, Pat Rondon, Diamantino Caseiro, Petar S. Aleksic
High-precision Voice Search Query Correction via Retrievable Speech-text Embedings. CoRR (2024)
Zhehuai Chen, He Huang, Andrei Andrusenko, Oleksii Hrinchuk, Krishna C. Puvvada, Jason Li, Subhankar Ghosh, Jagadeesh Balam, Boris Ginsburg
SALM: Speech-Augmented Language Model with in-Context Learning for Speech Recognition and Translation. ICASSP (2024)
Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu, He Huang, Boris Ginsburg, Yu-Chiang Frank Wang, Hung-yi Lee
DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment. CoRR (2024)
Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Ruizhe Li, Dong Zhang, Zhehuai Chen, Eng Siong Chng
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators. CoRR (2024)
Vahid Noroozi, Zhehuai Chen, Somshubra Majumdar, Steve Huang, Jagadeesh Balam, Boris Ginsburg
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models. CoRR (2024)
Hainan Xu, Zhehuai Chen, Fei Jia, Boris Ginsburg
Transducers with Pronunciation-aware Embeddings for Automatic Speech Recognition. CoRR (2024)
Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Ruizhe Li, Dong Zhang, Zhehuai Chen, EngSiong Chng
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators. ACL (1) (2024)
Zhehuai Chen, He Huang, Andrei Andrusenko, Oleksii Hrinchuk, Krishna C. Puvvada, Jason Li, Subhankar Ghosh, Jagadeesh Balam, Boris Ginsburg
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation. CoRR (2023)
Gary Wang, Kyle Kastner, Ankur Bapna, Zhehuai Chen, Andrew Rosenberg, Bhuvana Ramabhadran, Yu Zhang
Understanding Shared Speech-Text Representations. ICASSP (2023)
Yongqiang Wang, Zhehuai Chen, Chengjian Zheng, Yu Zhang, Wei Han, Parisa Haghani
Accelerating RNN-T Training and Inference Using CTC Guidance. ICASSP (2023)
Yochai Blau, Rohan Agrawal, Lior Madmony, Gary Wang, Andrew Rosenberg, Zhehuai Chen, Zorik Gekhman, Genady Beryozkin, Parisa Haghani, Bhuvana Ramabhadran
Using Text Injection to Improve Recognition of Personal Identifiers in Speech. INTERSPEECH (2023)
Gary Wang, Kyle Kastner, Ankur Bapna, Zhehuai Chen, Andrew Rosenberg, Bhuvana Ramabhadran, Yu Zhang
Understanding Shared Speech-Text Representations. CoRR (2023)
Yochai Blau, Rohan Agrawal, Lior Madmony, Gary Wang, Andrew Rosenberg, Zhehuai Chen, Zorik Gekhman, Genady Beryozkin, Parisa Haghani, Bhuvana Ramabhadran
Using Text Injection to Improve Recognition of Personal Identifiers in Speech. CoRR (2023)
Yu Zhang, Wei Han, James Qin, Yongqiang Wang, Ankur Bapna, Zhehuai Chen, Nanxin Chen, Bo Li, Vera Axelrod, Gary Wang, Zhong Meng, Ke Hu, Andrew Rosenberg, Rohit Prabhavalkar, Daniel S. Park, Parisa Haghani, Jason Riesa, Ginger Perng, Hagen Soltau, Trevor Strohman, Bhuvana Ramabhadran, Tara N. Sainath, Pedro J. Moreno, Chung-Cheng Chiu, Johan Schalkwyk, Françoise Beaufays, Yonghui Wu
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages. CoRR (2023)
Takaaki Saeki, Heiga Zen, Zhehuai Chen, Nobuyuki Morioka, Gary Wang, Yu Zhang, Ankur Bapna, Andrew Rosenberg, Bhuvana Ramabhadran
Virtuoso: Massive Multilingual Speech-Text Joint Semi-Supervised Learning for Text-to-Speech. ICASSP (2023)
Zhehuai Chen, Ankur Bapna, Andrew Rosenberg, Yu Zhang, Bhuvana Ramabhadran, Pedro J. Moreno, Nanxin Chen
Maestro-U: Leveraging joint speech-text representation learning for zero supervised speech ASR. CoRR (2022)
Alëna Aksënova, Zhehuai Chen, Chung-Cheng Chiu, Daan van Esch, Pavel Golik, Wei Han, Levi King, Bhuvana Ramabhadran, Andrew Rosenberg, Suzan Schwartz, Gary Wang
Accented Speech Recognition: Benchmarking, Pre-training, and Diverse Data. CoRR (2022)
Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Pedro J. Moreno, Gary Wang
Tts4pretrain 2.0: Advancing the use of Text and Speech in ASR Pretraining with Consistency and Contrastive Losses. ICASSP (2022)
Zhehuai Chen, Ankur Bapna, Andrew Rosenberg, Yu Zhang, Bhuvana Ramabhadran, Pedro J. Moreno, Nanxin Chen
Maestro-U: Leveraging Joint Speech-Text Representation Learning for Zero Supervised Speech ASR. SLT (2022)
Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Pedro J. Moreno, Ankur Bapna, Heiga Zen
MAESTRO: Matched Speech Text Representations through Modality Matching. INTERSPEECH (2022)
Zhiyun Lu, Yongqiang Wang, Yu Zhang, Wei Han, Zhehuai Chen, Parisa Haghani
Unsupervised Data Selection via Discrete Speech Representation for ASR. INTERSPEECH (2022)
Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Pedro J. Moreno, Ankur Bapna, Heiga Zen
MAESTRO: Matched Speech Text Representations through Modality Matching. CoRR (2022)
Yongqiang Wang, Zhehuai Chen, Chengjian Zheng, Yu Zhang, Wei Han, Parisa Haghani
Accelerating RNN-T Training and Inference Using CTC guidance. CoRR (2022)
Takaaki Saeki, Heiga Zen, Zhehuai Chen, Nobuyuki Morioka, Gary Wang, Yu Zhang, Ankur Bapna, Andrew Rosenberg, Bhuvana Ramabhadran
Virtuoso: Massive Multilingual Speech-Text Joint Semi-Supervised Learning for Text-To-Speech. CoRR (2022)
Tara N. Sainath, Rohit Prabhavalkar, Ankur Bapna, Yu Zhang, Zhouyuan Huo, Zhehuai Chen, Bo Li, Weiran Wang, Trevor Strohman
JOIST: A Joint Speech and Text Streaming Model For ASR. CoRR (2022)
Tara N. Sainath, Rohit Prabhavalkar, Ankur Bapna, Yu Zhang, Zhouyuan Huo, Zhehuai Chen, Bo Li, Weiran Wang, Trevor Strohman
JOIST: A Joint Speech and Text Streaming Model for ASR. SLT (2022)
Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Gary Wang, Pedro J. Moreno
Injecting Text in Self-Supervised Speech Pretraining. ASRU (2021)
Zhehuai Chen, Andrew Rosenberg, Yu Zhang, Heiga Zen, Mohammadreza Ghodsi, Yinghui Huang, Jesse Emond, Gary Wang, Bhuvana Ramabhadran, Pedro J. Moreno
Semi-Supervision in ASR: Sequential MixMatch and Factorized TTS-Based Augmentation. Interspeech (2021)
Hang Lv, Zhehuai Chen, Hainan Xu, Daniel Povey, Lei Xie, Sanjeev Khudanpur
An Asynchronous WFST-Based Decoder For Automatic Speech Recognition. CoRR (2021)
Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Gary Wang, Pedro J. Moreno
Injecting Text in Self-Supervised Speech Pretraining. CoRR (2021)
Zhehuai Chen, Bhuvana Ramabhadran, Fadi Biadsy, Xia Zhang, Youzheng Chen, Liyang Jiang, Fang Chu, Rohan Doshi, Pedro J. Moreno
Conformer Parrotron: A Faster and Stronger End-to-End Speech Conversion and Recognition Model for Atypical Speech. Interspeech (2021)
Hang Lv, Zhehuai Chen, Hainan Xu, Daniel Povey, Lei Xie, Sanjeev Khudanpur
An Asynchronous WFST-Based Decoder for Automatic Speech Recognition. ICASSP (2021)
Qi Liu, Zhehuai Chen, Hao Li, Mingkun Huang, Yizhou Lu, Kai Yu
Modular End-to-end Automatic Speech Recognition Framework for Acoustic-to-word Model. CoRR (2020)
Gary Wang, Andrew Rosenberg, Zhehuai Chen, Yu Zhang, Bhuvana Ramabhadran, Yonghui Wu, Pedro J. Moreno
Improving Speech Recognition Using Consistent Predictions on Synthesized Speech. ICASSP (2020)
Qi Liu, Zhehuai Chen, Hao Li, Mingkun Huang, Yizhou Lu, Kai Yu
Modular End-to-End Automatic Speech Recognition Framework for Acoustic-to-Word Model. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Gary Wang, Andrew Rosenberg, Zhehuai Chen, Yu Zhang, Bhuvana Ramabhadran, Pedro J. Moreno
SCADA: Stochastic, Consistent and Adversarial Data Augmentation to Improve ASR. INTERSPEECH (2020)
Zhehuai Chen, Andrew Rosenberg, Yu Zhang, Gary Wang, Bhuvana Ramabhadran, Pedro J. Moreno
Improving Speech Recognition Using GAN-Based Speech Synthesis and Contrastive Unspoken Text Selection. INTERSPEECH (2020)
Zhehuai Chen, Mahaveer Jain, Yongqiang Wang, Michael L. Seltzer, Christian Fuegen
Joint Grapheme and Phoneme Embeddings for Contextual End-to-End ASR. INTERSPEECH (2019)
Zhehuai Chen, Mahsa Yarmohammadi, Hainan Xu, Hang Lv, Lei Xie, Daniel Povey, Sanjeev Khudanpur
Incremental Lattice Determinization for WFST Decoders. ASRU (2019)
Zhehuai Chen, Mahaveer Jain, Yongqiang Wang, Michael L. Seltzer, Christian Fuegen
End-to-end Contextual Speech Recognition Using Class Language Models and a Token Passing Decoder. ICASSP (2019)
Zhehuai Chen, Mahaveer Jain, Yongqiang Wang, Michael L. Seltzer, Christian Fuegen
End-to-end contextual speech recognition using class language models and a token passing decoder. CoRR (2018)
Zhehuai Chen, Qi Liu, Hao Li, Kai Yu
On Modular Training of Neural Acoustics-to-Word Model for LVCSR. CoRR (2018)
Zhehuai Chen, Jasha Droppo
Sequence Modeling in Unsupervised Single-Channel Overlapped Speech Recognition. ICASSP (2018)
Zhehuai Chen, Justin Luitjens, Hainan Xu, Yiming Wang, Daniel Povey, Sanjeev Khudanpur
A GPU-based WFST Decoder with Exact Lattice Generation. CoRR (2018)
Zhehuai Chen
Linguistic Search Optimization for Deep Learning Based LVCSR. CoRR (2018)
Zhehuai Chen, Justin Luitjens, Hainan Xu, Yiming Wang, Daniel Povey, Sanjeev Khudanpur
A GPU-based WFST Decoder with Exact Lattice Generation. INTERSPEECH (2018)
Mingkun Huang, Yongbin You, Zhehuai Chen, Yanmin Qian, Kai Yu
Knowledge Distillation for Sequence Model. INTERSPEECH (2018)
Zhehuai Chen, Yanmin Qian, Kai Yu
Sequence Discriminative Training for Deep Learning based Acoustic Keyword Spotting. CoRR (2018)
Zhehuai Chen, Jasha Droppo, Jinyu Li, Wayne Xiong
Progressive Joint Modeling in Unsupervised Single-Channel Overlapped Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 26 (1) (2018)
Zhehuai Chen, Qi Liu, Hao Li, Kai Yu
On Modular Training of Neural Acoustics-to-Word Model for LVCSR. ICASSP (2018)
Zhehuai Chen, Yanmin Qian, Kai Yu
Sequence discriminative training for deep learning based acoustic keyword spotting. Speech Commun. 102 (2018)
Zhehuai Chen, Yanmin Qian, Kai Yu
A Unified Confidence Measure Framework Using Auxiliary Normalization Graph. IScIDE (2017)
Zhehuai Chen, Jasha Droppo, Jinyu Li, Wayne Xiong
Progressive Joint Modeling in Unsupervised Single-channel Overlapped Speech Recognition. CoRR (2017)
Zhehuai Chen, Yimeng Zhuang, Kai Yu
Confidence measures for CTC-based phone synchronous decoding. ICASSP (2017)
Zhehuai Chen, Yimeng Zhuang, Yanmin Qian, Kai Yu
Phone Synchronous Speech Recognition With CTC Lattices. IEEE ACM Trans. Audio Speech Lang. Process. 25 (1) (2017)
Yue Wu, Tianxing He, Zhehuai Chen, Yanmin Qian, Kai Yu
Multi-view LSTM Language Model with Word-Synchronized Auxiliary Feature for LVCSR. CCL (2017)
Zhehuai Chen, Wei Deng, Tao Xu, Kai Yu
Phone Synchronous Decoding with CTC Lattice. INTERSPEECH (2016)
Da Zheng, Zhehuai Chen, Yue Wu, Kai Yu
Directed automatic speech transcription error correction using bidirectional LSTM. ISCSLP (2016)
Bo Chen, Zhehuai Chen, Jiachen Xu, Kai Yu
An investigation of context clustering for statistical speech synthesis with deep neural network. INTERSPEECH (2015)