ICASSP 2022 Deep Noise Suppression Challenge

27 February 2022

Papers citing "ICASSP 2022 Deep Noise Suppression Challenge"

38 / 38 papers shown

Title
How much to Dereverberate? Low-Latency Single-Channel Speech Enhancement in Distant Microphone Scenarios Satvik Venkatesh Philip Coleman Arthur Benilov Simon Brown Selim Sheta Frederic Roskam 27 0 0 02 May 2025
CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel Pruning Sjoerd Groot Qinyu Chen Jan C. van Gemert Chang Gao Mamba 153 0 0 14 Oct 2024
Variable Bitrate Residual Vector Quantization for Audio Coding Yunkee Chae Woosung Choi Yuhta Takida Junghyun Koo Yukara Ikemiya ... K. Cheuk Marco A. Martínez-Ramírez Kyogu Lee Wei-Hsiang Liao Yuki Mitsufuji 88 0 0 08 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
GALD-SE: Guided Anisotropic Lightweight Diffusion for Efficient Speech Enhancement Chengzhong Wang Jianjun Gu Dingding Yao Junfeng Li Yonghong Yan DiffM 155 0 0 23 Sep 2024
Just Because We Camp, Doesn't Mean We Should: The Ethics of Modelling Queer Voices A. Sigurgeirsson Eddie L. Ungless 39 2 0 11 Jun 2024
The VoicePrivacy 2024 Challenge Evaluation Plan N. Tomashenko Xiaoxiao Miao Pierre Champion Sarina Meyer Xin Wang Emmanuel Vincent Michele Panariello Nicholas W. D. Evans Junichi Yamagishi Massimiliano Todisco 41 22 0 03 Apr 2024
Continuous Target Speech Extraction: Enhancing Personalized Diarization and Extraction on Complex Recordings He Zhao Hangting Chen Jianwei Yu Yuehai Wang 51 0 0 29 Jan 2024
High-Fidelity Noise Reduction with Differentiable Signal Processing C. Steinmetz Thomas Walther Joshua D. Reiss 21 3 0 17 Oct 2023
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 32 19 0 22 Sep 2023
Complexity Scaling for Speech Denoising Hangting Chen Jianwei Yu Chao Weng 27 2 0 14 Sep 2023
In-Ear-Voice: Towards Milli-Watt Audio Enhancement With Bone-Conduction Microphones for In-Ear Sensing Platforms Philipp Schilk Niccolò Polvani Andrea Ronco Milos Cernak Michele Magno 37 12 0 05 Sep 2023
$The Sound Demixing Challenge 2023 $\unicode{x2013}$ Cinematic Demixing Track$ The Sound Demixing Challenge 2023 $\unicode{x2013}$ Cinematic Demixing Track Stefan Uhlich Giorgio Fabbro M. Hirano Shusuke Takahashi G. Wichern ... R. Solovyev A. Stempkovskiy T. Habruseva M. Sukhovei Yuki Mitsufuji 50 11 0 14 Aug 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
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement Hendrik Schröter T. Rosenkranz Alberto N. Escalante Andreas Maier 24 17 0 14 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
Contrast-PLC: Contrastive Learning for Packet Loss Concealment Huaying Xue Xiulian Peng Yan Lu 54 4 0 26 Feb 2023
Frequency bin-wise single channel speech presence probability estimation using multiple DNNs Shuai Tao Himavanth Reddy Jesper Rindom Jensen M. G. Christensen 21 1 0 23 Feb 2023
THLNet: two-stage heterogeneous lightweight network for monaural speech enhancement Feng Dang Qi Hu Pengyuan Zhang 21 2 0 19 Jan 2023
Speech MOS multi-task learning and rater bias correction H. Akrami H. Gamper 21 0 0 04 Dec 2022
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen DRL 23 5 0 16 Nov 2022
Real-Time Joint Personalized Speech Enhancement and Acoustic Echo Cancellation Sefik Emre Eskimez Takuya Yoshioka Alex Ju M. Tang Tanel Pärnamaa Huaming Wang 24 7 0 04 Nov 2022
Adaptive Speech Quality Aware Complex Neural Network for Acoustic Echo Cancellation with Supervised Contrastive Learning Bozhong Liu Xiaoxi Yu Hantao Huang 23 0 0 30 Oct 2022
Hierarchical speaker representation for target speaker extraction Shulin He Huaiwen Zhang Wei Rao Kanghao Zhang Yukai Ju Yang-Rui Yang Xueliang Zhang 34 3 0 28 Oct 2022
NESC: Robust Neural End-2-End Speech Coding with GANs N. Pia Kishan Gupta Srikanth Korse M. Multrus Guillaume Fuchs 33 15 0 07 Jul 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 24 3 0 04 May 2022
FFC-SE: Fast Fourier Convolution for Speech Enhancement Ivan Shchekotov Pavel Andreev Oleg Ivanov Aibek Alanov Dmitry Vetrov 26 23 0 06 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
Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation Manthan Thakker Sefik Emre Eskimez Takuya Yoshioka Huaming Wang 14 28 0 02 Apr 2022
Effective data screening technique for crowdsourced speech intelligibility experiments: Evaluation with IRM-based speech enhancement Ayako Yamamoto Toshio Irino S. Araki Kenichi Arai A. Ogawa K. Kinoshita Tomohiro Nakatani 17 2 0 31 Mar 2022
CMGAN: Conformer-based Metric GAN for Speech Enhancement Ru Cao Sherif Abdulatif Bin Yang 21 91 0 28 Mar 2022
ICASSP 2022 Acoustic Echo Cancellation Challenge Ross Cutler Ando Saabas Tanel Pärnamaa Marju Purin H. Gamper Sebastian Braun K. Sørensen R. Aichner 30 73 0 27 Feb 2022
SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training Wenyong Huang Zhenhe Zhang Y. Yeung Xin Jiang Qun Liu 35 23 0 25 Jan 2022
End-to-End Neural Speech Coding for Real-Time Communications Xue Jiang Xiulian Peng Chengyu Zheng Huaying Xue Yuan Zhang Yan Lu 29 27 0 24 Jan 2022
DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement Yuma Koizumi Shigeki Karita Scott Wisdom Hakan Erdogan J. Hershey Llion Jones M. Bacchiani 19 41 0 30 Jun 2021
Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks Ju Lin A. Wijngaarden Kuang-Ching Wang M. C. Smith 13 50 0 24 Feb 2021
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 80 160 0 06 Jan 2021
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 251 2,233 0 14 Jun 2018