FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement

29 October 2020

Papers citing "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement"

37 / 37 papers shown

Title
CleanMel: Mel-Spectrogram Enhancement for Improving Both Speech Quality and ASR Nian Shao Rui Zhou Pengyu Wang Xian Li Ying Fang Yujie Yang Xiaofei Li 39 0 0 27 Feb 2025
Speech Enhancement with Overlapped-Frame Information Fusion and Causal Self-Attention Yuewei Zhang Huanbin Zou Jie Zhu 44 0 0 21 Jan 2025
CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel Pruning Sjoerd Groot Qinyu Chen Jan C. van Gemert Chang Gao Mamba 132 0 0 14 Oct 2024
Towards Ultra-Low-Power Neuromorphic Speech Enhancement with Spiking-FullSubNet Xiang Hao Chenxiang Ma Qu Yang Jibin Wu Kay Chen Tan 28 0 0 07 Oct 2024
SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios Kai Li Wendi Sang Chang Zeng Runxuan Yang Guo Chen Xiaolin Hu 31 2 0 02 Oct 2024
GALD-SE: Guided Anisotropic Lightweight Diffusion for Efficient Speech Enhancement Chengzhong Wang Jianjun Gu Dingding Yao Junfeng Li Yonghong Yan DiffM 131 0 0 23 Sep 2024
Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement Wenze Ren Haibin Wu Yi-Cheng Lin Xuanjun Chen Rong-Yu Chao Kuo-Hsuan Hung You-Jin Li Wen-Yuan Ting Hsin-Min Wang Yu Tsao Mamba 41 0 0 16 Sep 2024
DeWinder: Single-Channel Wind Noise Reduction using Ultrasound Sensing Kuang Yuan Shuo Han Swarun Kumar Bhiksha Raj 26 2 0 10 Sep 2024
Effects of Dataset Sampling Rate for Noise Cancellation through Deep Learning Brandon Colelough Andrew Zheng 24 1 0 30 May 2024
Speech enhancement with frequency domain auto-regressive modeling Anurenjan Purushothaman Debottam Dutta Rohit Kumar Sriram Ganapathy 22 2 0 24 Sep 2023
Complexity Scaling for Speech Denoising Hangting Chen Jianwei Yu Chao Weng 27 2 0 14 Sep 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
Inter-SubNet: Speech Enhancement with Subband Interaction Jun Chen Wei Rao Zehao Wang Jiuxin Lin Zhiyong Wu Yannan Wang Shidong Shang Helen M. Meng 11 13 0 09 May 2023
Interpretations of Domain Adaptations via Layer Variational Analysis H. Tseng Hsin-Yi Lin Kuo-Hsuan Hung Yu Tsao FAtt 33 3 0 03 Feb 2023
Speech Enhancement for Virtual Meetings on Cellular Networks Hojeong Lee Minseon Gwak Kawon Lee Minjeong Kim Joseph Konan Ojas Bhargave 20 2 0 02 Feb 2023
Cellular Network Speech Enhancement: Removing Background and Transmission Noise Amanda Shu Hamza Khalid Haohui Liu Shikhar Agnihotri Joseph Konan Ojas Bhargave 16 0 0 22 Jan 2023
THLNet: two-stage heterogeneous lightweight network for monaural speech enhancement Feng Dang Qi Hu Pengyuan Zhang 21 2 0 19 Jan 2023
Stereo Speech Enhancement Using Custom Mid-Side Signals and Monaural Processing A. Master Lie Lu Nathan Swedlow 16 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 32 119 0 22 Nov 2022
McNet: Fuse Multiple Cues for Multichannel Speech Enhancement Yujie Yang Changsheng Quan Xiaofei Li 31 21 0 16 Nov 2022
Leveraging Heteroscedastic Uncertainty in Learning Complex Spectral Mapping for Single-channel Speech Enhancement Kuan-Lin Chen Daniel D. E. Wong Ke Tan Buye Xu Anurag Kumar V. Ithapu 29 1 0 16 Nov 2022
Iterative autoregression: a novel trick to improve your low-latency speech enhancement model Pavel Andreev Nicholas Babaev Azat Saginbaev Ivan Shchekotov Aibek Alanov 16 4 0 03 Nov 2022
Speech Enhancement with Intelligent Neural Homomorphic Synthesis Shulin He Wei Rao Jinjiang Liu Jun Chen Yukai Ju Xueliang Zhang Yannan Wang Shidong Shang 15 6 0 28 Oct 2022
Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement Ryosuke Sawata Naoki Murata Yuhta Takida Toshimitsu Uesaka Takashi Shibuya Shusuke Takahashi Yuki Mitsufuji DiffM 34 15 0 27 Oct 2022
Speech Dereverberation with a Reverberation Time Shortening Target Rui Zhou Wenye Zhu Xiaofei Li 22 10 0 20 Oct 2022
Speech Enhancement with Perceptually-motivated Optimization and Dual Transformations Xucheng Wan Kai Liu Z.C. Du Huan Zhou 13 0 0 24 Sep 2022
Inference skipping for more efficient real-time speech enhancement with parallel RNNs Xiaohuai Le Tong Lei Kai-Jyun Chen Jing Lu 38 20 0 22 Jul 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
FFC-SE: Fast Fourier Convolution for Speech Enhancement Ivan Shchekotov Pavel Andreev Oleg Ivanov Aibek Alanov Dmitry Vetrov 21 23 0 06 Apr 2022
FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement Jun Chen Zehao Wang Deyi Tuo Zhiyong Wu Shiyin Kang Helen Meng 24 107 0 23 Mar 2022
MDNet: Learning Monaural Speech Enhancement from Deep Prior Gradient Andong Li C. Zheng Ziyang Zhang Xiaodong Li 21 3 0 14 Mar 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
Continual self-training with bootstrapped remixing for speech enhancement Efthymios Tzinis Yossi Adi V. Ithapu Buye Xu Anurag Kumar 23 16 0 19 Oct 2021
Multi-Task Audio Source Separation Lu Zhang Chenxing Li Feng Deng Xiaorui Wang 41 8 0 14 Jul 2021
Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement Andong Li C. Zheng Lu Zhang Xiaodong Li 13 141 0 22 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
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