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S-DCCRN: Super Wide Band DCCRN with learnable complex feature for speech enhancement


Nov 16, 2021
Shubo Lv, Yihui Fu, Mengtao Xing, Jiayao Sun, Lei Xie, Jun Huang, Yannan Wang, Tao Yu

* Submitted to ICASSP 2022 

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A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification


Jul 03, 2021
Chao-Han Huck Yang, Hu Hu, Sabato Marco Siniscalchi, Qing Wang, Yuyang Wang, Xianjun Xia, Yuanjun Zhao, Yuzhong Wu, Yannan Wang, Jun Du, Chin-Hui Lee

* Detection and Classification of Acoustic Scenes and Events (DCASE), 2021 
* 5 figures. DCASE 2021. The project started in November 2020 

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Improving Channel Decorrelation for Multi-Channel Target Speech Extraction


Jun 06, 2021
Jiangyu Han, Wei Rao, Yannan Wang, Yanhua Long

* accepted to Interspeech 2021. arXiv admin note: text overlap with arXiv:2010.09191 

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INTERSPEECH 2021 ConferencingSpeech Challenge: Towards Far-field Multi-Channel Speech Enhancement for Video Conferencing


Apr 02, 2021
Wei Rao, Yihui Fu, Yanxin Hu, Xin Xu, Yvkai Jv, Jiangyu Han, Zhongjie Jiang, Lei Xie, Yannan Wang, Shinji Watanabe, Zheng-Hua Tan, Hui Bu, Tao Yu, Shidong Shang

* 5 pages, submitted to INTERSPEECH 2021 

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A Two-Stage Approach to Device-Robust Acoustic Scene Classification


Nov 03, 2020
Hu Hu, Chao-Han Huck Yang, Xianjun Xia, Xue Bai, Xin Tang, Yajian Wang, Shutong Niu, Li Chai, Juanjuan Li, Hongning Zhu, Feng Bao, Yuanjun Zhao, Sabato Marco Siniscalchi, Yannan Wang, Jun Du, Chin-Hui Lee

* Submitted to ICASSP 2021. Code available: https://github.com/MihawkHu/DCASE2020_task1 

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Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation


Aug 27, 2020
Hu Hu, Chao-Han Huck Yang, Xianjun Xia, Xue Bai, Xin Tang, Yajian Wang, Shutong Niu, Li Chai, Juanjuan Li, Hongning Zhu, Feng Bao, Yuanjun Zhao, Sabato Marco Siniscalchi, Yannan Wang, Jun Du, Chin-Hui Lee

* Revised Technical Report. Proposed systems attain 2nds in both Task-1a and Task-1b in the official DCASE challenge 2020 

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Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement


Aug 03, 2020
Jun Qi, Hu Hu, Yannan Wang, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee

* Accepted to InterSpeech 2020 

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Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification


Jul 31, 2020
Hu Hu, Sabato Marco Siniscalchi, Yannan Wang, Chin-Hui Lee

* Accepted by Interspeech 2020 

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An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances


Jul 31, 2020
Hu Hu, Sabato Marco Siniscalchi, Yannan Wang, Xue Bai, Jun Du, Chin-Hui Lee

* Accepted by Interspeech 2020 

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Tensor-to-Vector Regression for Multi-channel Speech Enhancement based on Tensor-Train Network


Feb 03, 2020
Jun Qi, Hu Hu, Yannan Wang, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee

* IEEE ICASSP 2020 
* Accepted to ICASSP 2020. Update reproducible code 

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