Deep Noise Suppression Challenge – ICASSP 2021

Region: Global

The accepted papers for Track 1 are below. Paper acceptance was done through the normal ICASSP peer-review process.

PlacePerformance RankTeamAuthorsTitle
11Chinese Academy of SciencesAndong Li, Wenzhe Liu, Xiaoxue Luo, Chengshi Zheng, Xiaodong LiDecoupling magnitude and phase optimization with a two-stage deep network (opens in new tab)
22SogouJingdong Li, Dawei Luo, Yun Liu, Yuanyuan Zhu, Zhaoxia Li, Guohui Cui, Wenqi Tang, Wei ChenDensely Connected Multi-Stage Model with Channel Wise Subband Feature for Real-Time Speech Enhancement (opens in new tab)
35Seoul National University, SupertoneHyeong-Seok Choi , Sungjin Park , Jie Hwan Lee, Hoon Heo, Dongsuk Jeon, Kyogu LeeReal-time denoising and dereverberation with tiny recurrent u-net (opens in new tab)
411Westlake University, Inner Mongolia University, Inria Grenoble Rhone-AlpesXiang Hao , Xiangdong Su , Radu Horaud, and Xiaofei LiFullSubNet: a full-band and sub-band fusion model for real-time single-channel speech enhancement (opens in new tab)

Challenge_Results