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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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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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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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Forward-Backward Decoding for Regularizing End-to-End TTS


Jul 18, 2019
Yibin Zheng, Xi Wang, Lei He, Shifeng Pan, Frank K. Soong, Zhengqi Wen, Jianhua Tao

* Accepted by INTERSPEECH2019. arXiv admin note: text overlap with arXiv:1808.04064, arXiv:1804.05374 by other authors 

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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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Audio Visual Emotion Recognition with Temporal Alignment and Perception Attention


Mar 28, 2016
Linlin Chao, Jianhua Tao, Minghao Yang, Ya Li, Zhengqi Wen


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