Interspeech 2021 Deep Noise Suppression Challenge

6 January 2021

Papers citing "Interspeech 2021 Deep Noise Suppression Challenge"

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
Reading to Listen at the Cocktail Party: Multi-Modal Speech Separation Akam Rahimi Triantafyllos Afouras Andrew Zisserman 40 28 0 02 Jan 2025
Towards Sub-millisecond Latency Real-Time Speech Enhancement Models on Hearables Artem Dementyev Chandan K. A. Reddy Scott Wisdom Navin Chatlani J. Hershey R. Lyon 18 0 0 26 Sep 2024
SMRU: Split-and-Merge Recurrent-based UNet for Acoustic Echo Cancellation and Noise Suppression Zhihang Sun Andong Li Rilin Chen Hao Zhang Meng Yu Yi Zhou Dong Yu 66 0 0 17 Jun 2024
Complexity Scaling for Speech Denoising Hangting Chen Jianwei Yu Chao Weng 24 2 0 14 Sep 2023
Exploring the Interactions between Target Positive and Negative Information for Acoustic Echo Cancellation Chang Han Xinmeng Xu Weiping Tu Yuhong Yang Yajie Liu 27 2 0 26 Jul 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
Coded Speech Quality Measurement by a Non-Intrusive PESQ-DNN Ziyi Xu Ziyue Zhao Tim Fingscheidt 24 4 0 18 Apr 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
Time-Variance Aware Real-Time Speech Enhancement Chengyu Zheng Yuan-yuan Zhou Xiulian Peng Yuanyuan Zhang Yan Lu 15 0 0 25 Feb 2023
Exploring WavLM on Speech Enhancement Hyungchan Song Sanyuan Chen Zhuo Chen Yu-Huan Wu Takuya Yoshioka M. Tang Jong Won Shin Shujie Liu 19 16 0 18 Nov 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
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 27 1 0 16 Nov 2022
Egocentric Audio-Visual Noise Suppression Roshan S. Sharma Weipeng He Ju Lin Egor Lakomkin Yang Liu Kaustubh Kalgaonkar EgoV 24 1 0 07 Nov 2022
Breaking the trade-off in personalized speech enhancement with cross-task knowledge distillation H. Taherian Sefik Emre Eskimez Takuya Yoshioka 24 1 0 05 Nov 2022
SG-VAD: Stochastic Gates Based Speech Activity Detection Jonathan Svirsky Ofir Lindenbaum 33 4 0 28 Oct 2022
Inference skipping for more efficient real-time speech enhancement with parallel RNNs Xiaohuai Le Tong Lei Kai-Jyun Chen Jing Lu 35 20 0 22 Jul 2022
A light-weight full-band speech enhancement model Qi Hu Zhongshu Hou Xiaohuai Le Jing Lu 20 3 0 29 Jun 2022
A deep representation learning speech enhancement method using $β$ -VAE Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen DRL 19 2 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 21 3 0 04 May 2022
Text-Driven Separation of Arbitrary Sounds Kevin Kilgour Beat Gfeller Qingqing Huang A. Jansen Scott Wisdom Marco Tagliasacchi 28 30 0 12 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
MetricGAN+/-: Increasing Robustness of Noise Reduction on Unseen Data George Close Thomas Hain Stefan Goetze 21 9 0 23 Mar 2022
FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement Jun Chen Z. Wang Deyi Tuo Zhiyong Wu Shiyin Kang Helen Meng 24 107 0 23 Mar 2022
DMF-Net: A decoupling-style multi-band fusion model for full-band speech enhancement Guochen Yu Yuansheng Guan Weixin Meng C. Zheng Haibo Wang 24 2 0 01 Mar 2022
Multi-Task Deep Residual Echo Suppression with Echo-aware Loss Shimin Zhang Ziteng Wang Jiayao Sun Yihui Fu Biao Tian Q. Fu Lei Xie 21 31 0 14 Feb 2022
U-shaped Transformer with Frequency-Band Aware Attention for Speech Enhancement Yi Li Yang Sun S. M. Naqvi 20 25 0 11 Dec 2021
NICE-Beam: Neural Integrated Covariance Estimators for Time-Varying Beamformers Jonah Casebeer Jacob Donley Daniel D. E. Wong Buye Xu Anurag Kumar 23 20 0 08 Dec 2021
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 24 49 0 11 Nov 2021
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Sanyuan Chen Chengyi Wang Zhengyang Chen Yu-Huan Wu Shujie Liu ... Yao Qian Jian Wu Micheal Zeng Xiangzhan Yu Furu Wei SSL 98 1,704 0 26 Oct 2021
One model to enhance them all: array geometry agnostic multi-channel personalized speech enhancement H. Taherian Sefik Emre Eskimez Takuya Yoshioka Huaming Wang Zhuo Chen Xuedong Huang 24 21 0 20 Oct 2021
Personalized Speech Enhancement: New Models and Comprehensive Evaluation Sefik Emre Eskimez Takuya Yoshioka Huaming Wang Xiaofei Wang Zhuo Chen Xuedong Huang 24 62 0 18 Oct 2021
Aura: Privacy-preserving Augmentation to Improve Test Set Diversity in Speech Enhancement Xavier Gitiaux Aditya Khant Ebrahim Beyrami Chandan K. A. Reddy J. Gupchup Ross Cutler 22 0 0 08 Oct 2021
DNSMOS P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors Chandan K. A. Reddy Vishak Gopal Ross Cutler 29 194 0 05 Oct 2021
DPCRN: Dual-Path Convolution Recurrent Network for Single Channel Speech Enhancement Xiaohuai Le Hongsheng Chen Kai-Jyun Chen Jing Lu 21 78 0 12 Jul 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
A scalable noisy speech dataset and online subjective test framework Chandan K. A. Reddy Ebrahim Beyrami Jamie Pool Ross Cutler Sriram Srinivasan J. Gehrke 72 143 0 17 Sep 2019