Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation

14 October 2019

Papers citing "Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation"

50 / 107 papers shown

Title
MESH2IR: Neural Acoustic Impulse Response Generator for Complex 3D Scenes Anton Ratnarajah Zhenyu Tang R. Aralikatti Dinesh Manocha AI4CE 20 35 0 18 May 2022
Efficient dynamic filter for robust and low computational feature extraction Donghyeon Kim Gwantae Kim Bokyeung Lee Jeong-gi Kwak D. Han Hanseok Ko 28 3 0 03 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
Heterogeneous Separation Consistency Training for Adaptation of Unsupervised Speech Separation Jiangyu Han Yanhua Long 22 6 0 23 Apr 2022
RadioSES: mmWave-Based Audioradio Speech Enhancement and Separation System M. Z. Ozturk Chenshu Wu Beibei Wang Min Wu K. Liu 19 20 0 14 Apr 2022
GWA: A Large High-Quality Acoustic Dataset for Audio Processing Zhenyu Tang R. Aralikatti Anton Ratnarajah Dinesh Manocha 29 31 0 04 Apr 2022
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation Xuankai Chang Takashi Maekaku Yuya Fujita Shinji Watanabe VLM 49 45 0 01 Apr 2022
A Hybrid Continuity Loss to Reduce Over-Suppression for Time-domain Target Speaker Extraction Zexu Pan Meng Ge Haizhou Li 21 17 0 31 Mar 2022
Speaker Extraction with Co-Speech Gestures Cue Zexu Pan Xinyuan Qian Haizhou Li SLR 21 26 0 31 Mar 2022
Phase-Aware Deep Speech Enhancement: It's All About The Frame Length Tal Peer Timo Gerkmann 14 21 0 30 Mar 2022
Single microphone speaker extraction using unified time-frequency Siamese-Unet Aviad Eisenberg Sharon Gannot Shlomo E. Chazan 24 3 0 06 Mar 2022
MANNER: Multi-view Attention Network for Noise Erasure Hyun Joon Park Byung Ha Kang Wooseok Shin Jin Sob Kim S. W. Han 30 48 0 04 Mar 2022
L-SpEx: Localized Target Speaker Extraction Meng Ge Chenglin Xu Longbiao Wang E. Chng J. Dang Haizhou Li 14 21 0 21 Feb 2022
SkiM: Skipping Memory LSTM for Low-Latency Real-Time Continuous Speech Separation Chenda Li Lei Yang Weiqin Wang Y. Qian 26 24 0 26 Jan 2022
A Time-domain Real-valued Generalized Wiener Filter for Multi-channel Neural Separation Systems Yi Luo 29 14 0 07 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 19 48 0 11 Nov 2021
Hybrid Spectrogram and Waveform Source Separation Alexandre Défossez 22 160 0 05 Nov 2021
SA-SDR: A novel loss function for separation of meeting style data Thilo von Neumann K. Kinoshita Christoph Boeddeker Marc Delcroix Reinhold Haeb-Umbach 29 20 0 29 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
Progressive Learning for Stabilizing Label Selection in Speech Separation with Mapping-based Method Chenyang Gao Yue Gu I. Marsic 36 0 0 20 Oct 2021
M2MeT: The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Challenge Fan Yu Shiliang Zhang Yihui Fu Lei Xie Siqi Zheng ... Pengcheng Guo Zhijie Yan B. Ma Xin Xu Hui Bu 8 105 0 14 Oct 2021
VarArray: Array-Geometry-Agnostic Continuous Speech Separation Takuya Yoshioka Xiaofei Wang Dongmei Wang M. Tang Zirun Zhu Zhuo Chen Naoyuki Kanda 17 37 0 12 Oct 2021
Location-based training for multi-channel talker-independent speaker separation H. Taherian Ke Tan DeLiang Wang 16 10 0 08 Oct 2021
TRUNet: Transformer-Recurrent-U Network for Multi-channel Reverberant Sound Source Separation Ali Aroudi Stefan Uhlich M. Font ViT 19 5 0 08 Oct 2021
USEV: Universal Speaker Extraction with Visual Cue Zexu Pan Meng Ge Haizhou Li 34 41 0 30 Sep 2021
Graph-PIT: Generalized permutation invariant training for continuous separation of arbitrary numbers of speakers Thilo von Neumann K. Kinoshita Christoph Boeddeker Marc Delcroix Reinhold Haeb-Umbach 13 23 0 30 Jul 2021
Speeding Up Permutation Invariant Training for Source Separation Thilo von Neumann Christoph Boeddeker K. Kinoshita Marc Delcroix Reinhold Haeb-Umbach 16 6 0 30 Jul 2021
Multi-Task Audio Source Separation Lu Zhang Chenxing Li Feng Deng Xiaorui Wang 41 8 0 14 Jul 2021
DPCRN: Dual-Path Convolution Recurrent Network for Single Channel Speech Enhancement Xiaohuai Le Hongsheng Chen Kai-Jyun Chen Jing Lu 21 77 0 12 Jul 2021
Ensemble of ACCDOA- and EINV2-based Systems with D3Nets and Impulse Response Simulation for Sound Event Localization and Detection Kazuki Shimada Naoya Takahashi Yuichiro Koyama Shusuke Takahashi E. Tsunoo Masafumi Takahashi Yuki Mitsufuji 14 23 0 21 Jun 2021
Lightweight Dual-channel Target Speaker Separation for Mobile Voice Communication Yuanyuan Bao Yanze Xu Na Xu Wenjing Yang Hongfeng Li Shicong Li Y. Jia Fei Xiang Jincheng He Ming Li 24 1 0 05 Jun 2021
DPT-FSNet: Dual-path Transformer Based Full-band and Sub-band Fusion Network for Speech Enhancement Feng Dang Hangting Chen Pengyuan Zhang 73 94 0 27 Apr 2021
Target Speaker Verification with Selective Auditory Attention for Single and Multi-talker Speech Chenglin Xu Wei Rao Jibin Wu Haizhou Li 30 32 0 30 Mar 2021
TSTNN: Two-stage Transformer based Neural Network for Speech Enhancement in the Time Domain Kai Wang Bengbeng He Weiping Zhu 26 165 0 18 Mar 2021
End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend Wangyou Zhang Christoph Boeddeker Shinji Watanabe Tomohiro Nakatani Marc Delcroix K. Kinoshita Tsubasa Ochiai Naoyuki Kamo Reinhold Haeb-Umbach Y. Qian 12 32 0 23 Feb 2021
TransMask: A Compact and Fast Speech Separation Model Based on Transformer Zining Zhang Bingsheng He Zhenjie Zhang 21 21 0 19 Feb 2021
LEAF: A Learnable Frontend for Audio Classification Neil Zeghidour O. Teboul Félix de Chaumont Quitry Marco Tagliasacchi VLM AAML 82 144 0 21 Jan 2021
Group Communication with Context Codec for Lightweight Source Separation Yi Luo Cong Han N. Mesgarani 20 20 0 14 Dec 2020
WPD++: An Improved Neural Beamformer for Simultaneous Speech Separation and Dereverberation Zhaoheng Ni Yong-mei Xu Meng Yu Bo Wu Shi-Xiong Zhang Dong Yu Michael I. Mandel 14 8 0 18 Nov 2020
FedSL: Federated Split Learning on Distributed Sequential Data in Recurrent Neural Networks Ali Abedi Shehroz S. Khan FedML 31 53 0 06 Nov 2020
Single channel voice separation for unknown number of speakers under reverberant and noisy settings Shlomo E. Chazan Lior Wolf Eliya Nachmani Yossi Adi 19 29 0 04 Nov 2020
Attention is All You Need in Speech Separation Cem Subakan Mirco Ravanelli Samuele Cornell Mirko Bronzi Jianyuan Zhong 27 536 0 25 Oct 2020
Phase recovery with Bregman divergences for audio source separation P. Magron Pierre-Hugo Vial Thomas Oberlin Cédric Févotte 21 1 0 20 Oct 2020
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation Zhong-Qiu Wang Peidong Wang DeLiang Wang 17 88 0 04 Oct 2020
Speech Separation Based on Multi-Stage Elaborated Dual-Path Deep BiLSTM with Auxiliary Identity Loss Ziqiang Shi Rujie Liu Jiqing Han 6 7 0 06 Aug 2020
Sudo rm -rf: Efficient Networks for Universal Audio Source Separation Efthymios Tzinis Zhepei Wang Paris Smaragdis 25 127 0 14 Jul 2020
Exploring the time-domain deep attractor network with two-stream architectures in a reverberant environment Hangting Chen Pengyuan Zhang 6 6 0 01 Jul 2020
Speaker-Conditional Chain Model for Speech Separation and Extraction Jing Shi Jiaming Xu Yusuke Fujita Shinji Watanabe Bo Xu BDL 41 20 0 25 Jun 2020
Dual-Signal Transformation LSTM Network for Real-Time Noise Suppression Nils L. Westhausen B. Meyer 17 99 0 15 May 2020
SpEx+: A Complete Time Domain Speaker Extraction Network Meng Ge Chenglin Xu Longbiao Wang Chng Eng Siong J. Dang Haizhou Li 19 141 0 10 May 2020