Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement

22 June 2021

Papers citing "Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement"

44 / 44 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
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
MC-SEMamba: A Simple Multi-channel Extension of SEMamba Wen-Yuan Ting Wenze Ren Rong-Yu Chao Hsin-Yi Lin Yu Tsao Fan-Gang Zeng Mamba 42 0 0 26 Sep 2024
ConcateNet: Dialogue Separation Using Local And Global Feature Concatenation Mhd Modar Halimeh Matteo Torcoli Emanuel Habets 51 0 0 16 Aug 2024
Thunder : Unified Regression-Diffusion Speech Enhancement with a Single Reverse Step using Brownian Bridge Thanapat Trachu Chawan Piansaddhayanon E. Chuangsuwanich 37 2 0 10 Jun 2024
A lightweight dual-stage framework for personalized speech enhancement based on DeepFilterNet2 Thomas Serre Mathieu Fontaine Éric Benhaim Geoffroy Dutour S. Essid 26 0 0 11 Apr 2024
A Two-Stage Framework in Cross-Spectrum Domain for Real-Time Speech Enhancement Yuewei Zhang Huanbin Zou Jie Zhu 26 3 0 19 Jan 2024
A Refining Underlying Information Framework for Monaural Speech Enhancement Rui Cao Tianrui Wang Meng Ge Longbiao Wang Jianwu Dang 20 1 0 18 Dec 2023
ROSE: A Recognition-Oriented Speech Enhancement Framework in Air Traffic Control Using Multi-Objective Learning Xincheng Yu Dongyue Guo Jianwei Zhang Yi Lin 17 3 0 11 Dec 2023
Toward Universal Speech Enhancement for Diverse Input Conditions Wangyou Zhang Kohei Saijo Zhong-Qiu Wang Shinji Watanabe Yanmin Qian VLM 27 18 0 29 Sep 2023
CleanUNet 2: A Hybrid Speech Denoising Model on Waveform and Spectrogram Zhifeng Kong Ming-Yu Liu Ambrish Dantrey Bryan Catanzaro 19 7 0 12 Sep 2023
Spiking Structured State Space Model for Monaural Speech Enhancement Yu Du Xu Liu Yansong Chua 24 15 0 07 Sep 2023
Efficient Monaural Speech Enhancement using Spectrum Attention Fusion Jinyu Long Jetic Gū Binhao Bai Zhibo Yang Pingsun Wei Junli Li 22 0 0 04 Aug 2023
Noise-aware Speech Enhancement using Diffusion Probabilistic Model Yuchen Hu Cheng Chen Ruizhe Li Qiu-shi Zhu E. Chng DiffM 16 9 0 16 Jul 2023
Wind Noise Reduction with a Diffusion-based Stochastic Regeneration Model Jean-Marie Lemercier J. Thiemann Raphael Koning Timo Gerkmann DiffM 31 1 0 22 Jun 2023
Diffusion-Based Speech Enhancement with Joint Generative and Predictive Decoders Hao Shi Kazuki Shimada M. Hirano Takashi Shibuya Yuichiro Koyama Zhi-Wei Zhong Shusuke Takahashi Tatsuya Kawahara Yuki Mitsufuji DiffM 30 14 0 18 May 2023
ICASSP 2023 Deep Noise Suppression Challenge Harishchandra Dubey A. Aazami Vishak Gopal Sergiy Matusevych Sebastian Braun ... Sefik Emre Eskimez Manthan Thakker H. Gamper Takuya Yoshioka R. Aichner 28 82 0 21 Mar 2023
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation Jean-Marie Lemercier Julian Tobergte Timo Gerkmann 15 2 0 01 Mar 2023
D2Former: A Fully Complex Dual-Path Dual-Decoder Conformer Network using Joint Complex Masking and Complex Spectral Mapping for Monaural Speech Enhancement Shengkui Zhao Bin Ma 35 16 0 23 Feb 2023
Local spectral attention for full-band speech enhancement Zhongshu Hou Qi Hu Kai-Jyun Chen Jing Lu 30 0 0 11 Feb 2023
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation Jean-Marie Lemercier Julius Richter Simon Welker Timo Gerkmann DiffM 151 77 0 22 Dec 2022
A General Unfolding Speech Enhancement Method Motivated by Taylor's Theorem Andong Li Guochen Yu C. Zheng Wenzhe Liu Xiaodong Li 45 10 0 30 Nov 2022
McNet: Fuse Multiple Cues for Multichannel Speech Enhancement Yujie Yang Changsheng Quan Xiaofei Li 31 21 0 16 Nov 2022
spatial-dccrn: dccrn equipped with frame-level angle feature and hybrid filtering for multi-channel speech enhancement Shubo Lv Yihui Fu Yukai Jv Linfu Xie Weixin Zhu Wei Rao Yannan Wang 19 8 0 17 Oct 2022
CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement Sherif Abdulatif Ru Cao Bin Yang 29 61 0 22 Sep 2022
Speech Enhancement and Dereverberation with Diffusion-based Generative Models Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Timo Gerkmann DiffM 16 180 0 11 Aug 2022
FRCRN: Boosting Feature Representation using Frequency Recurrence for Monaural Speech Enhancement Shengkui Zhao Bin Ma Karn N. Watcharasupat W. Gan 11 83 0 15 Jun 2022
LPCSE: Neural Speech Enhancement through Linear Predictive Coding Yang Liu Na Tang Xia Chu Yang Yang Jun Wang 25 1 0 14 Jun 2022
DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio Hendrik Schröter Alberto N. Escalante T. Rosenkranz Andreas Maier 25 54 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
A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices Jean-Marie Lemercier J. Thiemann Raphael Koning Timo Gerkmann 22 4 0 06 Apr 2022
Optimizing Shoulder to Shoulder: A Coordinated Sub-Band Fusion Model for Real-Time Full-Band Speech Enhancement Guochen Yu Andong Li Wenzhe Liu C. Zheng Yutian Wang Haibo Wang 30 4 0 30 Mar 2022
CMGAN: Conformer-based Metric GAN for Speech Enhancement Ru Cao Sherif Abdulatif Bin Yang 21 91 0 28 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
DBT-Net: Dual-branch federative magnitude and phase estimation with attention-in-attention transformer for monaural speech enhancement Guochen Yu Andong Li Hui Wang Yutian Wang Yuxuan Ke C. Zheng 34 35 0 16 Feb 2022
A Neural Beam Filter for Real-time Multi-channel Speech Enhancement Wenzhe Liu Andong Li C. Zheng Xiaodong Li 10 3 0 05 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
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
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
Embedding and Beamforming: All-neural Causal Beamformer for Multichannel Speech Enhancement Andong Li Wenzhe Liu C. Zheng Xiaodong Li 12 55 0 01 Sep 2021
A Deep Learning Loss Function based on Auditory Power Compression for Speech Enhancement Tianrui Wang Weibin Zhu 17 3 0 26 Aug 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
Real-time Denoising and Dereverberation with Tiny Recurrent U-Net Hyeong-Seok Choi Sungjin Park Jie Hwan Lee Hoon Heo Dongsuk Jeon Kyogu Lee 36 57 0 05 Feb 2021