DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement

1 August 2020

Jian Wu

Lei Xie

Papers citing "DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement"

50 / 101 papers shown

Title
Speech Enhancement with Intelligent Neural Homomorphic Synthesis Shulin He Wei Rao Jinjiang Liu Jun Chen Yukai Ju Xueliang Zhang Yannan Wang Shidong Shang 21 6 0 28 Oct 2022
Audio Signal Enhancement with Learning from Positive and Unlabelled Data N. Ito Masashi Sugiyama 21 7 0 27 Oct 2022
LeVoice ASR Systems for the ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge Yan Jia Mihee Hong Jingyu Hou Kailong Ren Sifan Ma Jin Wang Fangzhen Peng Yinglin Ji Lin Yang Junjie Wang 25 1 0 14 Oct 2022
Speech Enhancement Using Self-Supervised Pre-Trained Model and Vector Quantization Xiaokang Zhao Qiu-shi Zhu Jie Zhang 39 4 0 28 Sep 2022
Speech Enhancement with Perceptually-motivated Optimization and Dual Transformations Xucheng Wan Kai Liu Z.C. Du Huan Zhou 16 0 0 24 Sep 2022
Multi-channel target speech enhancement based on ERB-scaled spatial coherence features Yicheng Hsu Yonghan Lee M. Bai 28 1 0 17 Jul 2022
Stochastic Restoration of Heavily Compressed Musical Audio using Generative Adversarial Networks Stefan Lattner J. Nistal 30 11 0 04 Jul 2022
TMGAN-PLC: Audio Packet Loss Concealment using Temporal Memory Generative Adversarial Network Yuansheng Guan Guochen Yu Andong Li C. Zheng Jie Wang 50 9 0 04 Jul 2022
AdaVITS: Tiny VITS for Low Computing Resource Speaker Adaptation Kun Song Heyang Xue Xinsheng Wang Jian Cong Yongmao Zhang Linfu Xie Bing Yang Xiong Zhang Dan Su 19 5 0 01 Jun 2022
Deep Learning and Synthetic Media Raphaël Millière 26 18 0 11 May 2022
A deep representation learning speech enhancement method using $β$ -VAE Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen DRL 24 2 0 11 May 2022
Taylor, Can You Hear Me Now? A Taylor-Unfolding Framework for Monaural Speech Enhancement Andong Li Shan You Guochen Yu C. Zheng Xiaodong Li 30 26 0 30 Apr 2022
Heterogeneous Separation Consistency Training for Adaptation of Unsupervised Speech Separation Jiangyu Han Yanhua Long 28 6 0 23 Apr 2022
Phase-Aware Deep Speech Enhancement: It's All About The Frame Length Tal Peer Timo Gerkmann 22 21 0 30 Mar 2022
FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement Jun Chen Zehao Wang Deyi Tuo Zhiyong Wu Shiyin Kang Helen Meng 27 107 0 23 Mar 2022
MDNet: Learning Monaural Speech Enhancement from Deep Prior Gradient Andong Li C. Zheng Ziyang Zhang Xiaodong Li 24 3 0 14 Mar 2022
Single microphone speaker extraction using unified time-frequency Siamese-Unet Aviad Eisenberg Sharon Gannot Shlomo E. Chazan 30 3 0 06 Mar 2022
DMF-Net: A decoupling-style multi-band fusion model for full-band speech enhancement Guochen Yu Yuansheng Guan Weixin Meng C. Zheng Haibo Wang 24 2 0 01 Mar 2022
Multi-Task Deep Residual Echo Suppression with Echo-aware Loss Shimin Zhang Ziteng Wang Jiayao Sun Yihui Fu Biao Tian Q. Fu Lei Xie 27 31 0 14 Feb 2022
Low-latency Monaural Speech Enhancement with Deep Filter-bank Equalizer C. Zheng Wenzhe Liu Andong Li Yuxuan Ke Xiaodong Li 23 12 0 14 Feb 2022
Summary On The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge Fan Yu Shiliang Zhang Pengcheng Guo Yihui Fu Zhihao Du ... Kong Aik Lee Zhijie Yan B. Ma Xin Xu Hui Bu 18 28 0 08 Feb 2022
HGCN: Harmonic gated compensation network for speech enhancement Tianrui Wang Weibin Zhu Yingying Gao Junlan Feng Shilei Zhang 33 22 0 30 Jan 2022
Noise-robust voice conversion with domain adversarial training Hongqiang Du Lei Xie Haizhou Li 19 11 0 26 Jan 2022
A Novel Temporal Attentive-Pooling based Convolutional Recurrent Architecture for Acoustic Signal Enhancement Tassadaq Hussain Wei-Chien Wang M. Gogate K. Dashtipour Yu Tsao Xugang Lu A. Ahsan Amir Hussain 21 3 0 24 Jan 2022
U-shaped Transformer with Frequency-Band Aware Attention for Speech Enhancement Yi Li Yang Sun S. M. Naqvi 23 25 0 11 Dec 2021
A Time-domain Real-valued Generalized Wiener Filter for Multi-channel Neural Separation Systems Yi Luo 29 14 0 07 Dec 2021
Uformer: A Unet based dilated complex & real dual-path conformer network for simultaneous speech enhancement and dereverberation Yihui Fu Yun Liu Jingdong Li Dawei Luo Shubo Lv Yukai Jv Lei Xie 27 49 0 11 Nov 2021
Reduction of Subjective Listening Effort for TV Broadcast Signals with Recurrent Neural Networks Nils L. Westhausen R. Huber Hannah Baumgartner Ragini Sinha J. Rennies B. Meyer 25 10 0 02 Nov 2021
Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction Heming Wang Yao Qian Xiaofei Wang Yiming Wang Chengyi Wang Shujie Liu Takuya Yoshioka Jinyu Li DeLiang Wang 21 29 0 28 Oct 2021
One model to enhance them all: array geometry agnostic multi-channel personalized speech enhancement H. Taherian Sefik Emre Eskimez Takuya Yoshioka Huaming Wang Zhuo Chen Xuedong Huang 30 21 0 20 Oct 2021
Personalized Speech Enhancement: New Models and Comprehensive Evaluation Sefik Emre Eskimez Takuya Yoshioka Huaming Wang Xiaofei Wang Zhuo Chen Xuedong Huang 32 62 0 18 Oct 2021
M2MeT: The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Challenge Fan Yu Shiliang Zhang Yihui Fu Lei Xie Siqi Zheng ... Pengcheng Guo Zhijie Yan B. Ma Xin Xu Hui Bu 8 106 0 14 Oct 2021
Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement Guochen Yu Andong Li C. Zheng Yinuo Guo Yutian Wang Hui Wang 35 84 0 13 Oct 2021
A Novel Blind Source Separation Framework Towards Maximum Signal-To-Interference Ratio Jianjun Gu Longbiao Cheng Dingding Yao Junfeng Li Yonghong Yan 21 0 0 07 Oct 2021
An Investigation of the Effectiveness of Phase for Audio Classification Shunsuke Hidaka Kohei Wakamiya T. Kaburagi 23 4 0 06 Oct 2021
End-to-End Complex-Valued Multidilated Convolutional Neural Network for Joint Acoustic Echo Cancellation and Noise Suppression Karn N. Watcharasupat Thi Ngoc Tho Nguyen W. Gan Shengkui Zhao Bin Ma 33 12 0 02 Oct 2021
Joint magnitude estimation and phase recovery using Cycle-in-Cycle GAN for non-parallel speech enhancement Guochen Yu Andong Li Yutian Wang Yinuo Guo Hui Wang C. Zheng 42 4 0 26 Sep 2021
DDS: A new device-degraded speech dataset for speech enhancement Haoyu Li Junichi Yamagishi 30 7 0 16 Sep 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
DPCRN: Dual-Path Convolution Recurrent Network for Single Channel Speech Enhancement Xiaohuai Le Hongsheng Chen Kai-Jyun Chen Jing Lu 23 78 0 12 Jul 2021
A Simultaneous Denoising and Dereverberation Framework with Target Decoupling Andong Li Wenzhe Liu Xiaoxue Luo Guochen Yu C. Zheng Xiaodong Li 31 59 0 24 Jun 2021
Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement Andong Li C. Zheng Lu Zhang Xiaodong Li 19 141 0 22 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 96 0 27 Apr 2021
Complex Spectral Mapping With Attention Based Convolution Recurrent Neural Network for Speech Enhancement Liming Zhou Yongyu Gao Ziluo Wang Jiwei Li Wenbin Zhang 19 16 0 12 Apr 2021
Group Communication with Context Codec for Lightweight Source Separation Yi Luo Cong Han N. Mesgarani 26 20 0 14 Dec 2020
Multi-Channel Automatic Speech Recognition Using Deep Complex Unet Yuxiang Kong Jian Wu Quandong Wang Peng Gao Weiji Zhuang Yujun Wang Lei Xie 10 8 0 18 Nov 2020
DESNet: A Multi-channel Network for Simultaneous Speech Dereverberation, Enhancement and Separation Yihui Fu Jian Wu Yanxin Hu Mengtao Xing Lei Xie 20 23 0 04 Nov 2020
Weighted Speech Distortion Losses for Neural-network-based Real-time Speech Enhancement Yangyang Xia Sebastian Braun Chandan K. A. Reddy Harishchandra Dubey Ross Cutler I. Tashev 29 119 0 28 Jan 2020