WHAMR!: Noisy and Reverberant Single-Channel Speech Separation

22 October 2019

Papers citing "WHAMR!: Noisy and Reverberant Single-Channel Speech Separation"

34 / 34 papers shown

Title
Listen to Extract: Onset-Prompted Target Speaker Extraction Pengjie Shen Kangrui Chen Shulin He Pengru Chen Shuqi Yuan He Kong Xueliang Zhang Zehao Wang 48 0 0 08 May 2025
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
A Comparative Study on Positional Encoding for Time-frequency Domain Dual-path Transformer-based Source Separation Models Kohei Saijo Tetsuji Ogawa 52 1 0 28 Apr 2025
TIGER: Time-frequency Interleaved Gain Extraction and Reconstruction for Efficient Speech Separation Mohan Xu Kai Li Guo Chen Xiaolin Hu 48 0 0 02 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
Ultra-Low Latency Speech Enhancement - A Comprehensive Study Haibin Wu Sebastian Braun 28 0 0 16 Sep 2024
USEF-TSE: Universal Speaker Embedding Free Target Speaker Extraction Bang Zeng Ming Li 37 2 0 04 Sep 2024
Advancing Multi-talker ASR Performance with Large Language Models Mohan Shi Zengrui Jin Yaoxun Xu Yong Xu Shi-Xiong Zhang Kun Wei Yiwen Shao Chunlei Zhang Dong Yu 31 1 0 30 Aug 2024
Knowledge boosting during low-latency inference Vidya Srinivas Malek Itani Tuochao Chen Sefik Emre Eskimez Takuya Yoshioka Shyamnath Gollakota 32 2 0 09 Jul 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 32 4 0 06 Jun 2024
Effects of Dataset Sampling Rate for Noise Cancellation through Deep Learning Brandon Colelough Andrew Zheng 24 1 0 30 May 2024
Single-Channel Robot Ego-Speech Filtering during Human-Robot Interaction Yue Li Koen V. Hindriks Florian A. Kunneman 35 2 0 05 Mar 2024
ConSep: a Noise- and Reverberation-Robust Speech Separation Framework by Magnitude Conditioning Kuan-Hsun Ho J. Hung Berlin Chen 42 0 0 04 Mar 2024
MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation Shengkui Zhao Yukun Ma Chongjia Ni Chong Zhang Hao Wang Trung Hieu Nguyen Kun Zhou J. Yip Dianwen Ng Bin Ma 13 21 0 19 Dec 2023
On Time Domain Conformer Models for Monaural Speech Separation in Noisy Reverberant Acoustic Environments William Ravenscroft Stefan Goetze Thomas Hain 28 7 0 09 Oct 2023
Beamformer-Guided Target Speaker Extraction Mohamed Elminshawi Srikanth Raj Chetupalli Emanuel Habets 19 7 0 15 Mar 2023
Perceive and predict: self-supervised speech representation based loss functions for speech enhancement George Close William Ravenscroft Thomas Hain Stefan Goetze SSL 32 12 0 11 Jan 2023
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
Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech Separation William Ravenscroft Stefan Goetze Thomas Hain 30 11 0 27 Oct 2022
Heterogeneous Separation Consistency Training for Adaptation of Unsupervised Speech Separation Jiangyu Han Yanhua Long 28 6 0 23 Apr 2022
Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation William Ravenscroft Stefan Goetze Thomas Hain 11 8 0 13 Apr 2022
Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments Jean-Marie Lemercier J. Thiemann Raphael Koning Timo Gerkmann 9 2 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
Customizable End-to-end Optimization of Online Neural Network-supported Dereverberation for Hearing Devices Jean-Marie Lemercier J. Thiemann Raphael Koning Timo Gerkmann 14 7 0 06 Apr 2022
TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation Ali Aroudi Stefan Uhlich M. Font ViT 27 5 0 08 Oct 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Erik Cambria OffRL 47 73 0 01 Jan 2021
Single channel voice separation for unknown number of speakers under reverberant and noisy settings Shlomo E. Chazan Lior Wolf Eliya Nachmani Yossi Adi 27 29 0 04 Nov 2020
DESNet: A Multi-channel Network for Simultaneous Speech Dereverberation, Enhancement and Separation Yihui Fu Jian Wu Yanxin Hu Mengtao Xing Lei Xie 20 23 0 04 Nov 2020
Exploring the time-domain deep attractor network with two-stream architectures in a reverberant environment Hangting Chen Pengyuan Zhang 11 6 0 01 Jul 2020
Efficient Integration of Multi-channel Information for Speaker-independent Speech Separation Yuichiro Koyama Oluwafemi Azeez Bhiksha Raj 27 4 0 23 May 2020
Dual-Signal Transformation LSTM Network for Real-Time Noise Suppression Nils L. Westhausen B. Meyer 25 99 0 15 May 2020
Asteroid: the PyTorch-based audio source separation toolkit for researchers Manuel Pariente Samuele Cornell Joris Cosentino S. Sivasankaran Efthymios Tzinis ... Juan M. Martín-Donas David Ditter Ariel Frank Antoine Deleforge Emmanuel Vincent 27 151 0 08 May 2020
Voice Separation with an Unknown Number of Multiple Speakers Eliya Nachmani Yossi Adi Lior Wolf 20 175 0 29 Feb 2020
Wavesplit: End-to-End Speech Separation by Speaker Clustering Neil Zeghidour David Grangier VLM 27 261 0 20 Feb 2020