Know Your Enemy, Know Yourself: A Unified Two-Stage Framework for Speech Enhancement
Wenzhe Liu, Andong Li, Yuxuan Ke, Chengshi Zheng, Xiaodong Li
Annual Conference of the International Speech Communication Association (Interspeech), 2021.
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Gesper: A Unified Framework for General Speech Restoration
Jun Chen, Yupeng Shi, Wenzhe Liu (co-first), Wei Rao, Shulin He, Andong Li, Yannan Wang, Zhiyong Wu, Shidong Shang, Chengshi Zheng
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023.
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A Simultaneous Denoising and Dereverberation Framework with Target Decoupling
Andong Li, Wenzhe Liu, Xiaoxue Luo, Guochen Yu, Chengshi Zheng, Xiaodong Li
Annual Conference of the International Speech Communication Association (Interspeech), 2021.
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Two Heads Are Better than One: A Two-Stage Complex Spectral Mapping Approach for Monaural Speech Enhancement
Andong Li, Wenzhe Liu, Chengshi Zheng, Cunhang Fan, Xiaodong Li
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2021.
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ICASSP 2021 Deep Noise Suppression Challenge: Decoupling Magnitude and Phase Optimization with A Two-Stage Deep Network
Andong Li, Wenzhe Liu, Xiaoxue Luo, Chengshi Zheng, Xiaodong Li
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021.
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Low-latency monaural speech enhancement with deep filter-bank equalizer
Chengshi Zheng, Wenzhe Liu, Andong Li, Yuxuan Ke, Xiaodong Li
Journal of the Acoustical Society of America, 2022.
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Sixty Years of Frequency-Domain Monaural Speech Enhancement: From Traditional to Deep Learning Methods
Chengshi Zheng, Huiyong Zhang, Wenzhe Liu, Xiaoxue Luo, Andong Li, Xiaodong Li, and Brian C. J. Moore
Under review
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Optimizing Shoulder to Shoulder: A Coordinated Sub-Band Fusion Model for Real-Time Full-Band Speech Enhancement
Guochen Yu, Andong Li, Wenzhe Liu, Chengshi Zheng, Yutian Wang, Hui Wang
Subbmitted to Interspeech.
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A High Fidelity and Low Complexity Neural Audio Coding
Wenzhe Liu, Wei Xiao, Meng Wang, Shan Yang, Yupeng Shi, Yuyong Kang, Dan Su, Shidong Shang, Dong Yu
Subbmitted to Interspeech.
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A Separation and Interaction Framework for Causal Multi-channel Speech Enhancement
Wenzhe Liu, Andong Li, Chengshi Zheng, Xiaodong Li
Digital Signal Processing, 2022.
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A Neural Beamspace-Domain Filter for Real-Time Multi-Channel Speech Enhancement
Wenzhe Liu, Andong Li, Xiao Wang, Minmin Qian, Yi Chen, Chengshi Zheng, Xiaodong Li
Symmetry, 2022.
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Embedding and Beamforming: All-neural Causal Beamformer for Multichannel Speech Enhancement
Andong Li, Wenzhe Liu, Chengshi Zheng, Xiaodong Li
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022.
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A General Deep Learning Speech Enhancement Framework Motivated by Taylor’s Theorem
Andong Li, Guochen Yu, Chengshi Zheng, Wenzhe Liu, Xiaodong Li
Under Review
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TaylorBeamixer: Learning Taylor-Inspired All-Neural Multi-Channel Speech Enhancement from Beam-Space Dictionary Perspective
Andong Li, Guochen Yu, Wenzhe Liu, Xiaodong Li, Chengshi Zheng
Under Review
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