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Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition

Feb 02, 2021
Zhong Meng, Naoyuki Kanda, Yashesh Gaur, Sarangarajan Parthasarathy, Eric Sun, Liang Lu, Xie Chen, Jinyu Li, Yifan Gong

* 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toronto, Canada 
* 5 pages, ICASSP 2021 

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Streaming end-to-end multi-talker speech recognition

Nov 26, 2020
Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong

* 5 pages, 4 figures 

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

Nov 03, 2020
Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong

* 2021 IEEE Spoken Language Technology Workshop (SLT) 
* 8 pages, 2 figures, SLT 2021 

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On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer

Oct 23, 2020
Liang Lu, Zhong Meng, Naoyuki Kanda, Jinyu Li, Yifan Gong

* 5 pages, submitted to ICASSP 2021 

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Don't shoot butterfly with rifles: Multi-channel Continuous Speech Separation with Early Exit Transformer

Oct 23, 2020
Sanyuan Chen, Yu Wu, Zhuo Chen, Takuya Yoshioka, Shujie Liu, Jinyu Li


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Developing Real-time Streaming Transformer Transducer for Speech Recognition on Large-scale Dataset

Oct 22, 2020
Xie Chen, Yu Wu, Zhenghao Wang, Shujie Liu, Jinyu Li

* 5 pages 

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Speaker Separation Using Speaker Inventories and Estimated Speech

Oct 20, 2020
Peidong Wang, Zhuo Chen, DeLiang Wang, Jinyu Li, Yifan Gong


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Transfer Learning Approaches for Streaming End-to-End Speech Recognition System

Aug 17, 2020
Vikas Joshi, Rui Zhao, Rupesh R. Mehta, Kshitiz Kumar, Jinyu Li


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Adaptation Algorithms for Speech Recognition: An Overview

Aug 14, 2020
Peter Bell, Joachim Fainberg, Ondrej Klejch, Jinyu Li, Steve Renals, Pawel Swietojanski

* Submitted to IEEE Open Journal of Signal Processing. 30 pages, 27 figures 

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Continuous Speech Separation with Conformer

Aug 13, 2020
Sanyuan Chen, Yu Wu, Zhuo Chen, Jinyu Li, Chengyi Wang, Shujie Liu, Ming Zhou


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

Jul 30, 2020
Jinyu Li, Rui Zhao, Zhong Meng, Yanqing Liu, Wenning Wei, Sarangarajan Parthasarathy, Vadim Mazalov, Zhenghao Wang, Lei He, Sheng Zhao, Yifan Gong

* Accepted by Interspeech 2020 

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On the Comparison of Popular End-to-End Models for Large Scale Speech Recognition

May 28, 2020
Jinyu Li, Yu Wu, Yashesh Gaur, Chengyi Wang, Rui Zhao, Shujie Liu

* submitted to Interspeech 2020 

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Exploring Transformers for Large-Scale Speech Recognition

May 19, 2020
Liang Lu, Changliang Liu, Jinyu Li, Yifan Gong

* 5 pages, 1 figure 

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Minimum Latency Training Strategies for Streaming Sequence-to-Sequence ASR

May 15, 2020
Hirofumi Inaguma, Yashesh Gaur, Liang Lu, Jinyu Li, Yifan Gong

* Accepted at IEEE ICASSP 2020 

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Exploring Pre-training with Alignments for RNN Transducer based End-to-End Speech Recognition

May 01, 2020
Hu Hu, Rui Zhao, Jinyu Li, Liang Lu, Yifan Gong

* Accepted by ICASSP 2020 

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L-Vector: Neural Label Embedding for Domain Adaptation

Apr 25, 2020
Zhong Meng, Hu Hu, Jinyu Li, Changliang Liu, Yan Huang, Yifan Gong, Chin-Hui Lee

* 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain 
* 5 pages, 2 figure, ICASSP 2020 

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

Mar 17, 2020
Jinyu Li, Rui Zhao, Eric Sun, Jeremy H. M. Wong, Amit Das, Zhong Meng, Yifan Gong

* Accepted by ICASSP 2020 

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Continuous speech separation: dataset and analysis

Jan 30, 2020
Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Jinyu Li


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

Jan 06, 2020
Zhong Meng, Jinyu Li, Yashesh Gaur, Yifan Gong

* 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), Sentosa, Singapore 
* 8 pages, 2 figures, ASRU 2019 

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

Jan 06, 2020
Zhong Meng, Yashesh Gaur, Jinyu Li, Yifan Gong

* 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), Sentosa, Singapore 
* 7 pages, 3 figures, ASRU 2019 

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Semantic Mask for Transformer based End-to-End Speech Recognition

Dec 06, 2019
Chengyi Wang, Yu Wu, Yujiao Du, Jinyu Li, Shujie Liu, Liang Lu, Shuo Ren, Guoli Ye, Sheng Zhao, Ming Zhou


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

Nov 09, 2019
Zhong Meng, Yashesh Gaur, Jinyu Li, Yifan Gong

* Interspeech 2019, Graz, Austria 
* 5 pages, 3 figures, Interspeech 2019 

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Improving RNN Transducer Modeling for End-to-End Speech Recognition

Sep 26, 2019
Jinyu Li, Rui Zhao, Hu Hu, Yifan Gong

* Accepted by IEEE ASRU workshop, 2019 

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Adversarial Speaker Adaptation

Apr 29, 2019
Zhong Meng, Jinyu Li, Yifan Gong

* 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom 
* 5 pages, 2 figures, ICASSP 2019 

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Adversarial Speaker Verification

Apr 29, 2019
Zhong Meng, Yong Zhao, Jinyu Li, Yifan Gong

* 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom 
* 5 pages, 1 figure, ICASSP 2019 

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Attentive Adversarial Learning for Domain-Invariant Training

Apr 28, 2019
Zhong Meng, Jinyu Li, Yifan Gong

* 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom 
* 5 pages, 1 figure, ICASSP 2019 

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Conditional Teacher-Student Learning

Apr 28, 2019
Zhong Meng, Jinyu Li, Yong Zhao, Yifan Gong

* 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK 
* 5 pages, 1 figure, ICASSP 2019 

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Speaker Adaptation for End-to-End CTC Models

Jan 04, 2019
Ke Li, Jinyu Li, Yong Zhao, Kshitiz Kumar, Yifan Gong

* published at IEEE Workshop of Spoken Language Technology 

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