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Fast End-to-End Speech Recognition via a Non-Autoregressive Model and Cross-Modal Knowledge Transferring from BERT

Feb 20, 2021
Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang

* 14 pages, 7 figures 

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Fast End-to-End Speech Recognition via Non-Autoregressive Models and Cross-Modal Knowledge Transferring from BERT

Feb 15, 2021
Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang

* 14 pages, 7 figures 

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Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning

Nov 11, 2020
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen, Leichao Song

* Accepted by ISCSLP 2021 

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Gated Recurrent Fusion with Joint Training Framework for Robust End-to-End Speech Recognition

Nov 09, 2020
Cunhang Fan, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Bin Liu, Zhengqi Wen

* Accepted by IEEE/ACM Transactions on Audio, Speech, and Language Processing 

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Decoupling Pronunciation and Language for End-to-end Code-switching Automatic Speech Recognition

Oct 28, 2020
Shuai Zhang, Jiangyan Yi, Zhengkun Tian, Ye Bai, Jianhua Tao, Zhengqi wen

* 5 pages, 1 figures 

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Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition

May 30, 2020
Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang

* submitted to INTERSPEECH2020 

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Spike-Triggered Non-Autoregressive Transformer for End-to-End Speech Recognition

May 16, 2020
Zhengkun Tian, Jiangyan Yi, Jianhua Tao, Ye Bai, Shuai Zhang, Zhengqi Wen

* 5 pages 

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Simultaneous Denoising and Dereverberation Using Deep Embedding Features

Apr 06, 2020
Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen


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Adversarial Transfer Learning for Punctuation Restoration

Apr 01, 2020
Jiangyan Yi, Jianhua Tao, Ye Bai, Zhengkun Tian, Cunhang Fan


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Rnn-transducer with language bias for end-to-end Mandarin-English code-switching speech recognition

Feb 19, 2020
Shuai Zhang, Jiangyan Yi, Zhengkun Tian, Jianhua Tao, Ye Bai


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Spatial and spectral deep attention fusion for multi-channel speech separation using deep embedding features

Feb 05, 2020
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen


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Synchronous Transformers for End-to-End Speech Recognition

Dec 06, 2019
Zhengkun Tian, Jiangyan Yi, Ye Bai, Jianhua Tao, Shuai Zhang, Zhengqi Wen

* Submitted to ICASSP 2020 

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Integrating Whole Context to Sequence-to-sequence Speech Recognition

Dec 04, 2019
Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang

* 5 pages, 5 figures 

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Self-Attention Transducers for End-to-End Speech Recognition

Sep 28, 2019
Zhengkun Tian, Jiangyan Yi, Jianhua Tao, Ye Bai, Zhengqi Wen


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Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features

Jul 23, 2019
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen

* 5 pages, 1 figure, accepted by INTERSPEECH 2019 

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Learn Spelling from Teachers: Transferring Knowledge from Language Models to Sequence-to-Sequence Speech Recognition

Jul 13, 2019
Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen

* 5 pages, 3 figures, accepted by INTERSPEECH 2019 

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Distilling Knowledge Using Parallel Data for Far-field Speech Recognition

Feb 20, 2018
Jiangyan Yi, Jianhua Tao, Zhengqi Wen, Bin Liu


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