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

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021

8 February 2021

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

24 / 24 papers shown

Title
TeleAntiFraud-28k: An Audio-Text Slow-Thinking Dataset for Telecom Fraud Detection Zhiming Ma Peidong Wang Minhua Huang Jingpeng Wang Kai Wu Xiangzhao Lv Yachun Pang Yin Yang Wenjie Tang Yuchen Kang 181 0 0 31 Mar 2025
A lightweight dual-stage framework for personalized speech enhancement based on DeepFilterNet2 Thomas Serre Mathieu Fontaine Éric Benhaim Geoffroy Dutour S. Essid 111 2 0 11 Apr 2024
A Refining Underlying Information Framework for Monaural Speech Enhancement Rui Cao Tianrui Wang Meng Ge Longbiao Wang Jianwu Dang 143 1 0 18 Dec 2023
An Exploration of Task-decoupling on Two-stage Neural Post Filter for Real-time Personalized Acoustic Echo CancellationAutomatic Speech Recognition & Understanding (ASRU), 2023 Zihan Zhang Jiayao Sun Xianjun Xia Ziqian Wang Xiaopeng Yan Yijian Xiao Lei Xie 114 0 0 07 Oct 2023
A Mask Free Neural Network for Monaural Speech EnhancementInterspeech (Interspeech), 2023 Liangqi Liu Haixing Guan Jinlong Ma Wei Dai Guang-Yi Wang Shaowei Ding 220 19 0 07 Jun 2023
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved DereverberationInterspeech (Interspeech), 2023 Jean-Marie Lemercier Julian Tobergte Timo Gerkmann 227 2 0 01 Mar 2023
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial TrainingIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen DRL 160 7 0 16 Nov 2022
Magnitude or Phase? A Two Stage Algorithm for Dereverberation Ayal Schwartz Sharon Gannot Shlomo E. Chazan 132 1 0 31 Oct 2022
The HCCL System for the NIST SRE21Interspeech (Interspeech), 2022 Zhuo Li Runqiu Xiao Hangting Chen Zhenduo Zhao Zi-qiang Zhang Wenchao Wang 99 0 0 11 Jul 2022
A deep representation learning speech enhancement method using $β$ -VAEEuropean Signal Processing Conference (EUSIPCO), 2022 Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen DRL 110 4 0 11 May 2022
STFT-Domain Neural Speech Enhancement with Very Low Algorithmic LatencyIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Zhong-Qiu Wang Gordon Wichern Shinji Watanabe Jonathan Le Roux 206 50 0 21 Apr 2022
Text-Driven Separation of Arbitrary SoundsInterspeech (Interspeech), 2022 Kevin Kilgour Beat Gfeller Qingqing Huang A. Jansen Scott Wisdom Marco Tagliasacchi 185 41 0 12 Apr 2022
A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devicesEURASIP Journal on Audio, Speech, and Music Processing (EURASIP J. Audio Speech Music Process.), 2022 Jean-Marie Lemercier J. Thiemann Raphael Koning Timo Gerkmann 131 6 0 06 Apr 2022
PercepNet+: A Phase and SNR Aware PercepNet for Real-Time Speech EnhancementInterspeech (Interspeech), 2022 Xiaofeng Ge Jiangyu Han Yanhua Long Haixing Guan 115 9 0 04 Mar 2022
A two-step backward compatible fullband speech enhancement systemIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Xu Zhang Lianwu Chen Xiguang Zheng Xinlei Ren Chen Zhang Liang Guo Bin Yu 227 6 0 26 Jan 2022
A Bayesian Permutation training deep representation learning method for speech enhancement with variational autoencoderIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen BDL DRL 131 7 0 24 Jan 2022
Noise-robust blind reverberation time estimation using noise-aware time-frequency masking Kaitong Zheng C. Zheng Jinqiu Sang Yulong Zhang Xiaodong Li 155 7 0 09 Dec 2021
Unsupervised Speech Enhancement with speech recognition embedding and disentanglement losses V. Trinh Sebastian Braun 116 21 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 114 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 236 20 0 05 Sep 2021
Multi-Task Audio Source Separation Lu Zhang Chenxing Li Feng Deng Xiaorui Wang 122 12 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 158 64 0 24 Jun 2021
DCCRN+: Channel-wise Subband DCCRN with SNR Estimation for Speech Enhancement Shubo Lv Yanxin Hu Shimin Zhang Lei Xie 167 105 0 16 Jun 2021
DPT-FSNet: Dual-path Transformer Based Full-band and Sub-band Fusion Network for Speech EnhancementIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Feng Dang Hangting Chen Pengyuan Zhang 221 138 0 27 Apr 2021