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CASIA OpenIR
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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
作者:  Zhengkun Tian;  Jiangyan Yi;  Jianhua Tao;  Shuai Zhang;  Zhengqi Wen
Adobe PDF(934Kb)  |  收藏  |  浏览/下载：263/76  |  提交时间：2022/06/14
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
作者:  Fan, Cunhang;  Yi, Jiangyan;  Tao, Jianhua;  Tian, Zhengkun;  Liu, Bin;  Wen, Zhengqi
Adobe PDF(2534Kb)  |  收藏  |  浏览/下载：373/48  |  提交时间：2021/03/08
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
作者:  Ye Bai;  Jiangyan Yi;  Jianhua Tao;  Zhengkun Tian;  Zhengqi Wen;  Shuai Zhang
Adobe PDF(1163Kb)  |  收藏  |  浏览/下载：178/50  |  提交时间：2021/06/25
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  
Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning 会议论文
, Hong Kong, 24-27 Jan. 2021
作者:  Fan, Cunhang;  Liu, Bin;  Tao, Jianhua;  Yi, Jiangyan;  Wen, Zhengqi;  Song, Leichao
Adobe PDF(934Kb)  |  收藏  |  浏览/下载：210/49  |  提交时间：2021/06/01
Spike-Triggered Non-Autoregressive Transformer for End-to-End Speech Recognition 会议论文
, Shanghai, China, October 25–29, 2020
作者:  Zhengkun Tian;  Jiangyan Yi;  Jianhua Tao;  Ye Bai;  Shuai Zhang;  Zhengqi Wen
Adobe PDF(629Kb)  |  收藏  |  浏览/下载：148/48  |  提交时间：2022/06/14
Joint Training for Simultaneous Speech Denoising and Dereverberation with Deep Embedding Representations 会议论文
, Shanghai, China, October 25–29, 2020
作者:  Fan, Cunhang;  Tao, Jianhua;  Liu, Bin;  Yi, Jiangyan;  Wen, Zhengqi
Adobe PDF(158Kb)  |  收藏  |  浏览/下载：182/53  |  提交时间：2021/06/01
Gated Recurrent Fusion of Spatial and Spectral Features for Multi-channel Speech Separation with Deep Embedding Representations 会议论文
, Shanghai, China, October 25–29, 2020
作者:  Fan, Cunhang;  Tao, Jianhua;  Liu, Bin;  Yi, Jiangyan;  Wen, Zhengqi
Adobe PDF(260Kb)  |  收藏  |  浏览/下载：166/45  |  提交时间：2021/06/01
Synchronous Transformers for end-to-end Speech Recognition 会议论文
, Barcelona, Spain, 2020.05.04-2020.05.08
作者:  Zhengkun Tian;  Jiangyan Yi;  Ye Bai;  Jianhua Tao;  Shuai Zhang;  Zhengqi Wen
Adobe PDF(496Kb)  |  收藏  |  浏览/下载：152/47  |  提交时间：2020/10/22
Conversational Emotion Recognition Using Self-Attention Mechanisms and Graph Neural Networks 会议论文
, Shanghai, China, 25-29 October, 2020
作者:  Zheng Lian;  Jianhua Tao;  Bin Liu;  Jian Huang;  Zhanlei Yang;  Rongjun Li
Adobe PDF(509Kb)  |  收藏  |  浏览/下载：122/40  |  提交时间：2021/06/16
End-to-End Post-Filter for Speech Separation With Deep Attention Fusion Features 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2020, 卷号: 28, 期号: 28, 页码: 1303-1314
作者:  Fan, Cunhang;  Tao, Jianhua;  Liu, Bin;  Yi, Jiangyan;  Wen, Zhengqi;  Liu, Xuefei
Adobe PDF(1344Kb)  |  收藏  |  浏览/下载：276/58  |  提交时间：2020/06/22
Feature extraction  Training  Interference  Speech enhancement  Clustering algorithms  Spectrogram  Speech separation  end-to-end post-filter  deep attention fusion features  deep clustering  permutation invariant training