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 41 0 0 27 Feb 2025
AnyEnhance: A Unified Generative Model with Prompt-Guidance and Self-Critic for Voice Enhancement Junan Zhang Jing Yang Zihao Fang Yansen Wang Zehua Zhang Zhuo Wang Fan Fan Zhikai Wu 44 3 0 26 Jan 2025
Speech Enhancement with Overlapped-Frame Information Fusion and Causal Self-Attention Yuewei Zhang Huanbin Zou Jie Zhu 44 0 0 21 Jan 2025
SCOREQ: Speech Quality Assessment with Contrastive Regression Alessandro Ragano Jan Skoglund Andrew Hines 40 6 0 09 Oct 2024
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model Grzegorz Stefański P. Daniluk Artur Szumaczuk Jakub Tkaczuk 31 0 0 04 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 39 2 0 02 Oct 2024
The VoiceMOS Challenge 2024: Beyond Speech Quality Prediction Wen-Chin Huang Szu-Wei Fu Erica Cooper Ryandhimas E. Zezario T. Toda Hsin-Min Wang Junichi Yamagishi Yu Tsao 32 5 0 11 Sep 2024
aTENNuate: Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio Yan Ru Pei Ritik Shrivastava FNU Sidharth 43 1 0 05 Sep 2024
Beyond Performance Plateaus: A Comprehensive Study on Scalability in Speech Enhancement Wangyou Zhang Kohei Saijo Jee-weon Jung Chenda Li Shinji Watanabe Yanmin Qian 34 4 0 06 Jun 2024
On the Importance of Neural Wiener Filter for Resource Efficient Multichannel Speech Enhancement Tsun-An Hsieh Jacob Donley Daniel D. E. Wong Buye Xu Ashutosh Pandey 30 2 0 15 Jan 2024
ICASSP 2023 Acoustic Echo Cancellation Challenge Ross Cutler Ando Saabas Tanel Pärnamaa Marju Purin Evgenii Indenbom Nicolae-Cătălin Ristea Jegor Guzvin H. Gamper Sebastian Braun R. Aichner 35 19 0 22 Sep 2023
Single-Channel Speech Enhancement with Deep Complex U-Networks and Probabilistic Latent Space Models E. J. Nustede Jörn Anemüller 27 3 0 04 Sep 2023
Dynamic nsNet2: Efficient Deep Noise Suppression with Early Exiting Riccardo Miccini Alaa Zniber Clément Laroche Tobias Piechowiak Martin Schoeberl Luca Pezzarossa Ouassim Karrakchou J. Sparsø Mounir Ghogho 33 1 0 31 Aug 2023
Multi-Loss Convolutional Network with Time-Frequency Attention for Speech Enhancement Liang Wan Hongqing Liu Yi Zhou Jie Ji 27 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
Integrating Uncertainty into Neural Network-based Speech Enhancement Hu Fang Dennis Becker S. Wermter Timo Gerkmann UQCV 32 2 0 15 May 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 13 13 0 09 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 83 0 21 Mar 2023
Interpretations of Domain Adaptations via Layer Variational Analysis Huan-Hsin Tseng Hsin-Yi Lin Kuo-Hsuan Hung Yu Tsao FAtt 33 4 0 03 Feb 2023
Speech Enhancement for Virtual Meetings on Cellular Networks Hojeong Lee Minseon Gwak Kawon Lee Minjeong Kim Joseph Konan Ojas Bhargave 23 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 19 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
Rethinking complex-valued deep neural networks for monaural speech enhancement Haibin Wu Ke Tan Buye Xu Anurag Kumar Daniel D. E. Wong 29 6 0 11 Jan 2023
Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks Darius Petermann Gordon Wichern Aswin Shanmugam Subramanian Zhong-Qiu Wang Jonathan Le Roux 27 10 0 14 Dec 2022
Speech MOS multi-task learning and rater bias correction H. Akrami H. Gamper 21 0 0 04 Dec 2022
On the robustness of non-intrusive speech quality model by adversarial examples Hsin-Yi Lin Huan-Hsin Tseng Yu Tsao AAML 25 3 0 11 Nov 2022
Speech separation with large-scale self-supervised learning Zhuo Chen Naoyuki Kanda Jian Wu Yu-Huan Wu Xiaofei Wang Takuya Yoshioka Jinyu Li S. Sivasankaran Sefik Emre Eskimez 19 14 0 09 Nov 2022
SG-VAD: Stochastic Gates Based Speech Activity Detection Jonathan Svirsky Ofir Lindenbaum 39 4 0 28 Oct 2022
Parallel Gated Neural Network With Attention Mechanism For Speech Enhancement Jia Cui S. Bleeck 21 0 0 26 Oct 2022
Speech Enhancement with Perceptually-motivated Optimization and Dual Transformations Xucheng Wan Kai Liu Z.C. Du Huan Zhou 19 0 0 24 Sep 2022
Speech Enhancement and Dereverberation with Diffusion-based Generative Models Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Timo Gerkmann DiffM 19 183 0 11 Aug 2022
NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling Chi-Chang Lee Cheng-Hung Hu Yu-Chen Lin Chu-Song Chen Hsin-Min Wang Yu Tsao 41 2 0 18 Jun 2022
Real-Time Packet Loss Concealment With Mixed Generative and Predictive Model J. Valin Ahmed Mustafa Christopher Montgomery Timothy B. Terriberry Michael Klingbeil Paris Smaragdis A. Krishnaswamy 24 18 0 11 May 2022
Does a PESQNet (Loss) Require a Clean Reference Input? The Original PESQ Does, But ACR Listening Tests Don't Ziyi Xu Maximilian Strake Tim Fingscheidt 27 3 0 04 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 35 26 0 30 Apr 2022
GWA: A Large High-Quality Acoustic Dataset for Audio Processing Zhenyu Tang R. Aralikatti Anton Ratnarajah Tianyi Zhou 35 31 0 04 Apr 2022
tPLCnet: Real-time Deep Packet Loss Concealment in the Time Domain Using a Short Temporal Context Nils L. Westhausen B. Meyer 21 7 0 04 Apr 2022
Phase-Aware Deep Speech Enhancement: It's All About The Frame Length Tal Peer Timo Gerkmann 22 21 0 30 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
Integrating Statistical Uncertainty into Neural Network-Based Speech Enhancement Hu Fang Tal Peer S. Wermter Timo Gerkmann 31 6 0 04 Mar 2022
ICASSP 2022 Acoustic Echo Cancellation Challenge Ross Cutler Ando Saabas Tanel Pärnamaa Marju Purin H. Gamper Sebastian Braun K. Sørensen R. Aichner 33 73 0 27 Feb 2022
Multichannel Speech Enhancement without Beamforming Asutosh Pandey Buye Xu Anurag Kumar Jacob Donley P. Calamia DeLiang Wang 29 13 0 25 Oct 2021
Time-domain Ad-hoc Array Speech Enhancement Using a Triple-path Network Ashutosh Pandey Buye Xu Anurag Kumar Jacob Donley P. Calamia DeLiang Wang 29 4 0 22 Oct 2021
TPARN: Triple-path Attentive Recurrent Network for Time-domain Multichannel Speech Enhancement Ashutosh Pandey Buye Xu Anurag Kumar Jacob Donley P. Calamia DeLiang Wang KELM 19 40 0 20 Oct 2021
Continual self-training with bootstrapped remixing for speech enhancement Efthymios Tzinis Yossi Adi V. Ithapu Buye Xu Anurag Kumar 26 16 0 19 Oct 2021
The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks Darius Petermann Gordon Wichern Zhong-Qiu Wang Jonathan Le Roux 23 37 0 19 Oct 2021
Toward Degradation-Robust Voice Conversion Chien-yu Huang Kai-Wei Chang Hung-yi Lee 30 7 0 14 Oct 2021
DDS: A new device-degraded speech dataset for speech enhancement Haoyu Li Junichi Yamagishi 30 7 0 16 Sep 2021
Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement Andong Li C. Zheng Lu Zhang Xiaodong Li 19 142 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