Zhong Meng

According to our database, Zhong Meng authored at least 69 papers between 2016 and 2024.

Collaborative distances:

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

2024

Speech Prefix-Tuning with RNNT Loss for Improving LLM Predictions.

Murali Karthick Baskar, Andrew Rosenberg, Bhuvana Ramabhadran, Neeraj Gaur, Zhong Meng

CoRR, 2024

Text Injection for Neural Contextual Biasing.

Zhong Meng, Zelin Wu, Rohit Prabhavalkar, Cal Peyser, Weiran Wang, Nanxin Chen, Tara N. Sainath, Bhuvana Ramabhadran

CoRR, 2024

Efficiently Train ASR Models that Memorize Less and Perform Better with Per-core Clipping.

Lun Wang, Om Thakkar, Zhong Meng, Nicole Rafidi, Rohit Prabhavalkar, Arun Narayanan

CoRR, 2024

Deferred NAM: Low-latency Top-K Context Injection via Deferred Context Encoding for Non-Streaming ASR.

Zelin Wu, Gan Song, Christopher Li, Pat Rondon, Zhong Meng, Xavier Velez, Weiran Wang, Diamantino Caseiro, Golan Pundak, Tsendsuren Munkhdalai, Angad Chandorkar, Rohit Prabhavalkar

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 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

A Comparison of Parameter-Efficient ASR Domain Adaptation Methods for Universal Speech and Language Models.

Khe Chai Sim, Zhouyuan Huo, Tsendsuren Munkhdalai, Nikhil Siddhartha, Adam Stooke, Zhong Meng, Bo Li, Tara N. Sainath

Proceedings of the IEEE International Conference on Acoustics, 2024

Augmenting Conformers With Structured State-Space Sequence Models For Online Speech Recognition.

Haozhe Shan, Albert Gu, Zhong Meng, Weiran Wang, Krzysztof Choromanski, Tara N. Sainath

Proceedings of the IEEE International Conference on Acoustics, 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

2023

SLM: Bridge the thin gap between speech and text foundation models.

Mingqiu Wang, Wei Han, Izhak Shafran, Zelin Wu, Chung-Cheng Chiu, Yuan Cao, Yongqiang Wang, Nanxin Chen, Yu Zhang, Hagen Soltau, Paul K. Rubenstein, Lukas Zilka, Dian Yu, Zhong Meng, Golan Pundak, Nikhil Siddhartha, Johan Schalkwyk, Yonghui Wu

CoRR, 2023

Contextual Biasing with the Knuth-Morris-Pratt Matching Algorithm.

Weiran Wang, Zelin Wu, Diamantino Caseiro, Tsendsuren Munkhdalai, Khe Chai Sim, Pat Rondon, Golan Pundak, Gan Song, Rohit Prabhavalkar, Zhong Meng, Ding Zhao, Tara N. Sainath, Pedro Moreno Mengibar

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

Augmenting conformers with structured state space models for online speech recognition.

Haozhe Shan, Albert Gu, Zhong Meng, Weiran Wang, Krzysztof Choromanski, Tara N. Sainath

CoRR, 2023

Text Injection for Capitalization and Turn-Taking Prediction in Speech Models.

Shaan Bijwadia, Shuo-Yiin Chang, Weiran Wang, Zhong Meng, Hao Zhang, Tara N. Sainath

CoRR, 2023

Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages.

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

CoRR, 2023

Improving Joint Speech-Text Representations Without Alignment.

Cal Peyser, Zhong Meng, Rohit Prabhavalkar, Andrew Rosenberg, Tara N. Sainath, Michael Picheny, Kyunghyun Cho, Ke Hu

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

Text Injection for Capitalization and Turn-Taking Prediction in Speech Models.

Shaan Bijwadia, Shuo-Yiin Chang, Weiran Wang, Zhong Meng, Hao Zhang

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

JEIT: Joint End-to-End Model and Internal Language Model Training for Speech Recognition.

Zhong Meng, Weiran Wang, Rohit Prabhavalkar, Tara N. Sainath, Tongzhou Chen, Ehsan Variani, Yu Zhang, Bo Li, Andrew Rosenberg, Bhuvana Ramabhadran

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Modular Hybrid Autoregressive Transducer.

Zhong Meng, Tongzhou Chen, Rohit Prabhavalkar, Yu Zhang, Gary Wang, Kartik Audhkhasi, Jesse Emond, Trevor Strohman, Bhuvana Ramabhadran, W. Ronny Huang, Ehsan Variani, Yinghui Huang, Pedro J. Moreno

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Separating Long-Form Speech with Group-wise Permutation Invariant Training.

Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li, Sefik Emre Eskimez, Takuya Yoshioka, Xiong Xiao, Zhong Meng, Yanmin Qian, Furu Wei

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

Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition.

Zhong Meng, Yashesh Gaur, Naoyuki Kanda, Jinyu Li, Xie Chen, Yu Wu, Yifan Gong

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

Streaming Multi-Talker ASR with Token-Level Serialized Output Training.

Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka

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

Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings.

Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka

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

Continuous Speech Separation with Recurrent Selective Attention Network.

Yixuan Zhang, Zhuo Chen, Jian Wu, Takuya Yoshioka, Peidong Wang, Zhong Meng, Jinyu Li

Proceedings of the IEEE International Conference on Acoustics, 2022

Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers Using End-to-End Speaker-Attributed ASR.

Naoyuki Kanda, Xiong Xiao, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka

Proceedings of the IEEE International Conference on Acoustics, 2022

Factorized Neural Transducer for Efficient Language Model Adaptation.

Xie Chen, Zhong Meng, Sarangarajan Parthasarathy, Jinyu Li

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Exploring End-to-End Multi-Channel ASR with Bias Information for Meeting Transcription.

Xiaofei Wang, Naoyuki Kanda, Yashesh Gaur, Zhuo Chen, Zhong Meng, Takuya Yoshioka

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition.

Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Investigation of End-to-End Speaker-Attributed ASR for Continuous Multi-Talker Recordings.

Naoyuki Kanda, Xuankai Chang, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Improving Multilingual Transformer Transducer Models by Reducing Language Confusions.

Eric Sun, Jinyu Li, Zhong Meng, Yu Wu, Jian Xue, Shujie Liu, Yifan Gong

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

Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition.

Zhong Meng, Yu Wu, Naoyuki Kanda, Liang Lu, Xie Chen, Guoli Ye, Eric Sun, Jinyu Li, Yifan Gong

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

Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone.

Naoyuki Kanda, Guoli Ye, Yu Wu, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka

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

End-to-End Speaker-Attributed ASR with Transformer.

Naoyuki Kanda, Guoli Ye, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka

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

Improving RNN-T for Domain Scaling Using Semi-Supervised Training with Neural TTS.

Yan Deng, Rui Zhao, Zhong Meng, Xie Chen, Bing Liu, Jinyu Li, Yifan Gong, Lei He

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

On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer.

Liang Lu, Zhong Meng, Naoyuki Kanda, Jinyu Li, Yifan Gong

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

Sequence-Level Self-Teaching Regularization.

Eric Sun, Liang Lu, Zhong Meng, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2021

Internal Language Model Training for Domain-Adaptive End-To-End Speech Recognition.

Zhong Meng, Naoyuki Kanda, Yashesh Gaur, Sarangarajan Parthasarathy, Eric Sun, Liang Lu, Xie Chen, Jinyu Li, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2021

Minimum Bayes Risk Training for End-to-End Speaker-Attributed ASR.

Naoyuki Kanda, Zhong Meng, Liang Lu, Yashesh Gaur, Xiaofei Wang, Zhuo Chen, Takuya Yoshioka

Proceedings of the IEEE International Conference on Acoustics, 2021

Hypothesis Stitcher for End-to-End Speaker-Attributed ASR on Long-Form Multi-Talker Recordings.

Xuankai Chang, Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka

Proceedings of the IEEE International Conference on Acoustics, 2021

Continuous Speech Separation with Ad Hoc Microphone Arrays.

Dongmei Wang, Takuya Yoshioka, Zhuo Chen, Xiaofei Wang, Tianyan Zhou, Zhong Meng

Proceedings of the 29th European Signal Processing Conference, 2021

A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio.

Naoyuki Kanda, Xiong Xiao, Jian Wu, Tianyan Zhou, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka

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

2020

Active voice authentication.

Zhong Meng, Muhammad Umair Bin Altaf, Biing-Hwang Fred Juang

Digit. Signal Process., 2020

Continuous speech separation: dataset and analysis.

Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Jinyu Li

CoRR, 2020

Developing RNN-T Models Surpassing High-Performance Hybrid Models with Customization Capability.

Jinyu Li, Rui Zhao, Zhong Meng, Yanqing Liu, Wenning Wei, Sarangarajan Parthasarathy, Vadim Mazalov, Zhenghao Wang, Lei He, Sheng Zhao, Yifan Gong

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

Serialized Output Training for End-to-End Overlapped Speech Recognition.

Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka

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

Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of any Number of Speakers.

Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka

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

L-Vector: Neural Label Embedding for Domain Adaptation.

Zhong Meng, Hu Hu, Jinyu Li, Changliang Liu, Yan Huang, Yifan Gong, Chin-Hui Lee

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

High-Accuracy and Low-Latency Speech Recognition with Two-Head Contextual Layer Trajectory LSTM Model.

Jinyu Li, Rui Zhao, Eric Sun, Jeremy Heng Meng Wong, Amit Das, Zhong Meng, Yifan Gong

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Continuous Speech Separation: Dataset and Analysis.

Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Xiong Xiao, Jinyu Li

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Speaker Adaptation for Attention-Based End-to-End Speech Recognition.

Zhong Meng, Yashesh Gaur, Jinyu Li, Yifan Gong

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

Acoustic-to-Phrase Models for Speech Recognition.

Yashesh Gaur, Jinyu Li, Zhong Meng, Yifan Gong

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

Adversarial Speaker Verification.

Zhong Meng, Yong Zhao, Jinyu Li, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

Conditional Teacher-student Learning.

Zhong Meng, Jinyu Li, Yong Zhao, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

Attentive Adversarial Learning for Domain-invariant Training.

Zhong Meng, Jinyu Li, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

Adversarial Speaker Adaptation.

Zhong Meng, Jinyu Li, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

Speech Separation Using Speaker Inventory.

Peidong Wang, Zhuo Chen, Xiong Xiao, Zhong Meng, Takuya Yoshioka, Tianyan Zhou, Liang Lu, Jinyu Li

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Domain Adaptation via Teacher-Student Learning for End-to-End Speech Recognition.

Zhong Meng, Jinyu Li, Yashesh Gaur, Yifan Gong

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Character-Aware Attention-Based End-to-End Speech Recognition.

Zhong Meng, Yashesh Gaur, Jinyu Li, Yifan Gong

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Discriminative and adaptive training for robust speech recognition and understanding.

Zhong Meng

PhD thesis, 2018

Speaker-Invariant Training via Adversarial Learning.

Zhong Meng, Jinyu Li, Zhuo Chen, Yong Zhao, Vadim Mazalov, Yifan Gong, Biing-Hwang Juang

CoRR, 2018

Adversarial Feature-Mapping for Speech Enhancement.

Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Fred Juang

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Cycle-Consistent Speech Enhancement.

Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Fred Juang

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Adversarial Teacher-Student Learning for Unsupervised Domain Adaptation.

Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Juang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Speaker-Invariant Training Via Adversarial Learning.

Zhong Meng, Jinyu Li, Zhuo Chen, Yang Zhao, Vadim Mazalov, Yifan Gong, Biing-Hwang Juang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Non-Uniform MCE Training of Deep Long Short-Term Memory Recurrent Neural Networks for Keyword Spotting.

Zhong Meng, Biing-Hwang Juang

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Minimum Semantic Error Cost Training of Deep Long Short-Term Memory Networks for Topic Spotting on Conversational Speech.

Zhong Meng, Biing-Hwang Juang

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Deep long short-term memory adaptive beamforming networks for multichannel robust speech recognition.

Zhong Meng, Shinji Watanabe, John R. Hershey, Hakan Erdogan

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Unsupervised adaptation with domain separation networks for robust speech recognition.

Zhong Meng, Zhuo Chen, Vadim Mazalov, Jinyu Li, Yifan Gong

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

2016

Statistical Modeling of Speaker's Voice with Temporal Co-Location for Active Voice Authentication.

Zhong Meng, Biing-Hwang Juang

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Non-Uniform Boosted MCE Training of Deep Neural Networks for Keyword Spotting.

Zhong Meng, Biing-Hwang Juang

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016