DPCRN: Dual-Path Convolution Recurrent Network for Single Channel Speech Enhancement

12 July 2021

Papers citing "DPCRN: Dual-Path Convolution Recurrent Network for Single Channel Speech Enhancement"

28 / 28 papers shown

Title
LiSenNet: Lightweight Sub-band and Dual-Path Modeling for Real-Time Speech Enhancement Haoyin Yan Jie M. Zhang Cunhang Fan Yeping Zhou Peiqi Liu 35 1 0 20 Sep 2024
A Lightweight and Real-Time Binaural Speech Enhancement Model with Spatial Cues Preservation Jingyuan Wang Jie Zhang Shihao Chen Miao Sun 16 0 0 19 Sep 2024
Improving Speech Enhancement by Integrating Inter-Channel and Band Features with Dual-branch Conformer Jizhen Li Xinmeng Xu Weiping Tu Yuhong Yang Rong Zhu 19 1 0 09 Jul 2024
A Closer Look at Wav2Vec2 Embeddings for On-Device Single-Channel Speech Enhancement Ravi Shankar Ke Tan Buye Xu Anurag Kumar 25 0 0 03 Mar 2024
A Refining Underlying Information Framework for Monaural Speech Enhancement Rui Cao Tianrui Wang Meng Ge Longbiao Wang Jianwu Dang 12 1 0 18 Dec 2023
Efficient Multi-Channel Speech Enhancement with Spherical Harmonics Injection for Directional Encoding Jia-Yu Pan Peng Shen Hui Zhang Xueliang Zhang 10 0 0 19 Sep 2023
Hierarchical Modeling of Spatial Cues via Spherical Harmonics for Multi-Channel Speech Enhancement Jia-Yu Pan Shulin He Hui Zhang Xueliang Zhang 12 0 0 19 Sep 2023
PDPCRN: Parallel Dual-Path CRN with Bi-directional Inter-Branch Interactions for Multi-Channel Speech Enhancement Jia-Yu Pan Shulin He Tianci Wu Hui Zhang Xueliang Zhang 14 0 0 19 Sep 2023
Noise robust speech emotion recognition with signal-to-noise ratio adapting speech enhancement Yu-Wen Chen Julia Hirschberg Yu Tsao 19 5 0 03 Sep 2023
Multi-Loss Convolutional Network with Time-Frequency Attention for Speech Enhancement Liang Wan Hongqing Liu Yi Zhou Jie Ji 17 2 0 15 Jun 2023
A Mask Free Neural Network for Monaural Speech Enhancement Liangqi Liu Haixing Guan Jinlong Ma Wei Dai Guang-Yi Wang Shaowei Ding 21 11 0 07 Jun 2023
Harmonic enhancement using learnable comb filter for light-weight full-band speech enhancement model Xiaohuai Le Tong Lei Li Chen Yiqing Guo Chao-Peng He ... Hua-Jing Gao Yijian Xiao Piao Ding Shenyi Song Jing Lu 14 4 0 01 Jun 2023
DeepSpace: Dynamic Spatial and Source Cue Based Source Separation for Dialog Enhancement A. Master Lie Lu J. Samuelsson Heidi-Maria Lehtonen S. Norcross Nathan Swedlow Audrey Howard 21 3 0 16 Feb 2023
Local spectral attention for full-band speech enhancement Zhongshu Hou Qi Hu Kai-Jyun Chen Jing Lu 28 0 0 11 Feb 2023
THLNet: two-stage heterogeneous lightweight network for monaural speech enhancement Feng Dang Qi Hu Pengyuan Zhang 13 2 0 19 Jan 2023
Stereo Speech Enhancement Using Custom Mid-Side Signals and Monaural Processing A. Master Lie Lu Nathan Swedlow 8 0 0 25 Nov 2022
TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation Zhongqiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe 21 116 0 22 Nov 2022
Adaptive Speech Quality Aware Complex Neural Network for Acoustic Echo Cancellation with Supervised Contrastive Learning Bozhong Liu Xiaoxi Yu Hantao Huang 16 0 0 30 Oct 2022
TF-GridNet: Making Time-Frequency Domain Models Great Again for Monaural Speaker Separation Zhong-Qiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe 66 95 0 08 Sep 2022
Inference skipping for more efficient real-time speech enhancement with parallel RNNs Xiaohuai Le Tong Lei Kai-Jyun Chen Jing Lu 22 20 0 22 Jul 2022
A light-weight full-band speech enhancement model Qi Hu Zhongshu Hou Xiaohuai Le Jing Lu 12 3 0 29 Jun 2022
A two-stage full-band speech enhancement model with effective spectral compression mapping Zhongshu Hou Qi Hu Kai-Jyun Chen Jing Lu 23 0 0 27 Jun 2022
PercepNet+: A Phase and SNR Aware PercepNet for Real-Time Speech Enhancement Xiaofeng Ge Jiangyu Han Yanhua Long Haixing Guan 14 7 0 04 Mar 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 13 3 0 24 Jan 2022
Interspeech 2021 Deep Noise Suppression Challenge Chandan K. A. Reddy Harishchandra Dubey K. Koishida A. Nair Vishak Gopal Ross Cutler Sebastian Braun H. Gamper R. Aichner Sriram Srinivasan AI4CE 72 160 0 06 Jan 2021
Dual-path Self-Attention RNN for Real-Time Speech Enhancement Ashutosh Pandey DeLiang Wang 22 22 0 23 Oct 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
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation Daniel Stoller Sebastian Ewert S. Dixon AI4TS 101 588 0 08 Jun 2018