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.

Place	Performance Rank	Team	Authors	Title
1	1	Chinese Academy of Sciences	Andong Li, Wenzhe Liu, Xiaoxue Luo, Chengshi Zheng, Xiaodong Li	ICASSP 2021 deep noise suppression challenge: Decoupling magnitude and phase optimization with a two-stage deep network
2	2	Sogou	Jingdong Li, Dawei Luo, Yun Liu, Yuanyuan Zhu, Zhaoxia Li, Guohui Cui, Wenqi Tang, Wei Chen	Densely Connected Multi-Stage Model with Channel Wise Subband Feature for Real-Time Speech Enhancement
3	5	Seoul National University, Supertone	Hyeong-Seok Choi , Sungjin Park , Jie Hwan Lee, Hoon Heo, Dongsuk Jeon, Kyogu Lee	Real-time denoising and dereverberation with tiny recurrent u-net
4	11	Westlake University, Inner Mongolia University, Inria Grenoble Rhone-Alpes	Xiang Hao , Xiangdong Su , Radu Horaud, and Xiaofei Li	FullSubNet: a full-band and sub-band fusion model for real-time single-channel speech enhancement