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Hybrid Autoregressive and Non-Autoregressive Transformer Models for Speech Recognition 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2022, 页码: 762-766
Authors:  Zhengkun Tian;  Jiangyan Yi;  Jianhua Tao;  Shuai Zhang;  Zhengqi Wen
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NeuralDPS: Neural Deterministic Plus Stochastic Model With Multiband Excitation for Noise-Controllable Waveform Generation 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2022, 卷号: 30, 页码: 865-878
Authors:  Wang, Tao;  Fu, Ruibo;  Yi, Jiangyan;  Tao, Jianhua;  Wen, Zhengqi
Favorite  |  View/Download:26/0  |  Submit date:2022/06/06
Vocoders  Stochastic processes  Neural networks  Speech processing  Signal to noise ratio  Acoustics  Speech enhancement  Vocoder  speech synthesis  deterministic plus stochastic  multiband excitation  noise control  
CampNet: Context-Aware Mask Prediction for End-to-End Text-Based Speech Editing 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2022, 卷号: 30, 页码: 2241-2254
Authors:  Wang, Tao;  Yi, Jiangyan;  Fu, Ruibo;  Tao, Jianhua;  Wen, Zhengqi
Favorite  |  View/Download:5/0  |  Submit date:2022/09/19
Speech processing  Decoding  Predictive models  Acoustics  Transfer learning  Training  Task analysis  Coarse-to-fine decoding  mask prediction  one-shot learning  text-based speech editing  text-to-speech  
One In A Hundred: Selecting the Best Predicted Sequence from Numerous Candidates for Speech Recognition 会议论文
, Tokyo, Japan, 14-17 December 2021
Authors:  Zhengkun Tian;  Jiangyan Yi;  Ye Bai;  Jianhua Tao;  Shuai Zhang;  Zhengqi Wen
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FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization 会议论文
, Brno, Czechia, 30 August – 3 September
Authors:  Zhengkun Tian;  Jiangyan Yi;  Ye Bai;  Jianhua Tao;  Shuai Zhang;  Zhengqi Wen
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Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning 会议论文
, Hong Kong, 24-27 Jan. 2021
Authors:  Fan, Cunhang;  Liu, Bin;  Tao, Jianhua;  Yi, Jiangyan;  Wen, Zhengqi;  Song, Leichao
Adobe PDF(934Kb)  |  Favorite  |  View/Download:49/3  |  Submit date:2021/06/01
Gated Recurrent Fusion With Joint Training Framework for Robust End-to-End Speech Recognition 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 期号: 29, 页码: 198-209
Authors:  Fan, Cunhang;  Yi, Jiangyan;  Tao, Jianhua;  Tian, Zhengkun;  Liu, Bin;  Wen, Zhengqi
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Speech enhancement  Speech recognition  Training  Noise measurement  Logic gates  Acoustic distortion  Task analysis  Gated recurrent fusion  robust end-to-end speech recognition  speech distortion  speech enhancement  speech transformer  
Fast End-to-End Speech Recognition via Non-Autoregressive Models and Cross-Modal Knowledge Transferring from BERT 期刊论文
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2021, 期号: 29, 页码: 1897 - 1911
Authors:  Ye Bai;  Jiangyan Yi;  Jianhua Tao;  Zhengkun Tian;  Zhengqi Wen;  Shuai Zhang
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端到端语音识别、迁移学习、知识蒸馏、老师-学生学习、BERT、非自回归语音识别  
Integrating Knowledge Into End-to-End Speech Recognition From External Text-Only Data 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 卷号: 29, 页码: 1340-1351
Authors:  Bai, Ye;  Yi, Jiangyan;  Tao, Jianhua;  Wen, Zhengqi;  Tian, Zhengkun;  Zhang, Shuai
Favorite  |  View/Download:39/0  |  Submit date:2021/06/07
End-to-End  language modeling  speech recognition  teacher-student learning  transfer learning  
Joint Training for Simultaneous Speech Denoising and Dereverberation with Deep Embedding Representations 会议论文
, Shanghai, China, October 25–29, 2020
Authors:  Fan, Cunhang;  Tao, Jianhua;  Liu, Bin;  Yi, Jiangyan;  Wen, Zhengqi
Adobe PDF(158Kb)  |  Favorite  |  View/Download:40/7  |  Submit date:2021/06/01