ICASSP 2021 Deep Noise Suppression Challenge: Decoupling Magnitude and
Phase Optimization with a Two-Stage Deep Network

ICASSP 2021 Deep Noise Suppression Challenge: Decoupling Magnitude and Phase Optimization with a Two-Stage Deep Network

8 February 2021

Papers citing "ICASSP 2021 Deep Noise Suppression Challenge: Decoupling Magnitude and Phase Optimization with a Two-Stage Deep Network"

15 / 15 papers shown

Title
A Mask Free Neural Network for Monaural Speech Enhancement Liangqi Liu Haixing Guan Jinlong Ma Wei Dai Guang-Yi Wang Shaowei Ding 31 11 0 07 Jun 2023
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation Jean-Marie Lemercier Julian Tobergte Timo Gerkmann 24 2 0 01 Mar 2023
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen DRL 25 5 0 16 Nov 2022
A deep representation learning speech enhancement method using $β$ -VAE Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen DRL 27 2 0 11 May 2022
Text-Driven Separation of Arbitrary Sounds Kevin Kilgour Beat Gfeller Qingqing Huang A. Jansen Scott Wisdom Marco Tagliasacchi 30 30 0 12 Apr 2022
A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices Jean-Marie Lemercier J. Thiemann Raphael Koning Timo Gerkmann 32 4 0 06 Apr 2022
A two-step backward compatible fullband speech enhancement system Xu Zhang Lianwu Chen Xiguang Zheng Xinlei Ren Chen Zhang Liang Guo Bin Yu 65 6 0 26 Jan 2022
Unsupervised Speech Enhancement with speech recognition embedding and disentanglement losses V. Trinh Sebastian Braun 33 17 0 16 Nov 2021
Foster Strengths and Circumvent Weaknesses: a Speech Enhancement Framework with Two-branch Collaborative Learning Wenxin Tai Jiajia Li Yixiang Wang Tian Lan Qiao Liu 20 2 0 12 Oct 2021
A Two-stage Complex Network using Cycle-consistent Generative Adversarial Networks for Speech Enhancement Guochen Yu Yutian Wang Hui Wang Qin Zhang C. Zheng GAN 50 18 0 05 Sep 2021
Multi-Task Audio Source Separation Lu Zhang Chenxing Li Feng Deng Xiaorui Wang 41 8 0 14 Jul 2021
A Simultaneous Denoising and Dereverberation Framework with Target Decoupling Andong Li Wenzhe Liu Xiaoxue Luo Guochen Yu C. Zheng Xiaodong Li 36 59 0 24 Jun 2021
DCCRN+: Channel-wise Subband DCCRN with SNR Estimation for Speech Enhancement Shubo Lv Yanxin Hu Shimin Zhang Lei Xie 24 93 0 16 Jun 2021
DPT-FSNet: Dual-path Transformer Based Full-band and Sub-band Fusion Network for Speech Enhancement Feng Dang Hangting Chen Pengyuan Zhang 76 98 0 27 Apr 2021
A Hybrid DSP/Deep Learning Approach to Real-Time Full-Band Speech Enhancement J. Valin 56 190 0 24 Sep 2017