Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation

20 September 2018

Papers citing "Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation"

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Title
DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement Yanxin Hu Yun Liu Shubo Lv Mengtao Xing Shimin Zhang Yihui Fu Jian Wu Bihong Zhang Lei Xie 20 585 0 01 Aug 2020
Efficient Independent Vector Extraction of Dominant Target Speech Lele Liao Zhaoyi Gu Jing Lu 6 0 0 01 Aug 2020
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation Jing-jing Chen Qi-rong Mao Dong Liu 62 282 0 28 Jul 2020
AutoClip: Adaptive Gradient Clipping for Source Separation Networks Prem Seetharaman Gordon Wichern Bryan Pardo Jonathan Le Roux 17 32 0 25 Jul 2020
CSLNSpeech: solving extended speech separation problem with the help of Chinese sign language Jiasong Wu Xuan Li Taotao Li Fanman Meng Youyong Kong Guanyu Yang L. Senhadji Huazhong Shu CVBM 27 0 0 21 Jul 2020
Sudo rm -rf: Efficient Networks for Universal Audio Source Separation Efthymios Tzinis Zhepei Wang Paris Smaragdis 36 127 0 14 Jul 2020
Improving Sound Event Detection In Domestic Environments Using Sound Separation Nicolas Turpault Scott Wisdom Hakan Erdogan J. Hershey Romain Serizel Eduardo Fonseca Prem Seetharaman Justin Salamon 24 47 0 08 Jul 2020
Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation Pyry Pyykkönen S. I. Mimilakis K. Drossos Tuomas Virtanen 15 4 0 06 Jul 2020
Progressive Tandem Learning for Pattern Recognition with Deep Spiking Neural Networks Jibin Wu Chenglin Xu Daquan Zhou Haizhou Li Kay Chen Tan 14 110 0 02 Jul 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
Sequence to Multi-Sequence Learning via Conditional Chain Mapping for Mixture Signals Jing Shi Xuankai Chang Pengcheng Guo Shinji Watanabe Yusuke Fujita Jiaming Xu Bo Xu Lei Xie 34 21 0 25 Jun 2020
Speaker-Conditional Chain Model for Speech Separation and Extraction Jing Shi Jiaming Xu Yusuke Fujita Shinji Watanabe Bo Xu BDL 43 20 0 25 Jun 2020
Multi-path RNN for hierarchical modeling of long sequential data and its application to speaker stream separation K. Kinoshita Thilo von Neumann Marc Delcroix Tomohiro Nakatani Reinhold Haeb-Umbach 9 9 0 24 Jun 2020
Real Time Speech Enhancement in the Waveform Domain Alexandre Défossez Gabriel Synnaeve Yossi Adi 31 444 0 23 Jun 2020
Unsupervised Sound Separation Using Mixture Invariant Training Scott Wisdom Efthymios Tzinis Hakan Erdogan Ron J. Weiss K. Wilson J. Hershey 16 27 0 23 Jun 2020
Listen to What You Want: Neural Network-based Universal Sound Selector Tsubasa Ochiai Marc Delcroix Yuma Koizumi Hiroaki Ito K. Kinoshita S. Araki 19 61 0 10 Jun 2020
Multi-talker ASR for an unknown number of sources: Joint training of source counting, separation and ASR Thilo von Neumann Christoph Boeddeker Lukas Drude K. Kinoshita Marc Delcroix Tomohiro Nakatani Reinhold Haeb-Umbach 8 41 0 04 Jun 2020
Dilated U-net based approach for multichannel speech enhancement from First-Order Ambisonics recordings Amélie Bosca Alexandre Guérin L. Perotin Srdan Kitic 14 20 0 02 Jun 2020
Unsupervised Audio Source Separation using Generative Priors V. Narayanaswamy Jayaraman J. Thiagarajan Rushil Anirudh A. Spanias 31 24 0 28 May 2020
Efficient Integration of Multi-channel Information for Speaker-independent Speech Separation Yuichiro Koyama Oluwafemi Azeez Bhiksha Raj 27 4 0 23 May 2020
Exploring the Best Loss Function for DNN-Based Low-latency Speech Enhancement with Temporal Convolutional Networks Yuichiro Koyama Tyler Vuong Stefan Uhlich Bhiksha Raj 22 41 0 23 May 2020
Identify Speakers in Cocktail Parties with End-to-End Attention Junzhe Zhu M. Hasegawa-Johnson Leda Sari 14 2 0 22 May 2020
End-to-End Multi-Look Keyword Spotting Meng Yu Xuan Ji Bo Wu Dan Su Dong Yu 9 18 0 20 May 2020
SADDEL: Joint Speech Separation and Denoising Model based on Multitask Learning Yuan-Kuei Wu Chao-I Tuan Hung-yi Lee Yu Tsao 9 4 0 20 May 2020
Jointly optimal denoising, dereverberation, and source separation Tomohiro Nakatani Christoph Boeddeker K. Kinoshita Rintaro Ikeshita Marc Delcroix Reinhold Haeb-Umbach 22 46 0 20 May 2020
Atss-Net: Target Speaker Separation via Attention-based Neural Network Tingle Li Qingjian Lin Yuanyuan Bao Ming Li 6 36 0 19 May 2020
Audio-visual Multi-channel Recognition of Overlapped Speech Jianwei Yu Bo Wu R. Yu Shi-Xiong Zhang Lianwu Chen Yong Xu. Meng Yu Dan Su Dong Yu Xunying Liu Helen Meng 18 19 0 18 May 2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results Chandan K. A. Reddy Vishak Gopal Ross Cutler Ebrahim Beyrami R. Cheng ... A. Aazami Sebastian Braun Puneet Rana Sriram Srinivasan J. Gehrke 22 303 0 16 May 2020
Sparse Mixture of Local Experts for Efficient Speech Enhancement Aswin Sivaraman Minje Kim MoE 9 13 0 16 May 2020
Nonlinear Residual Echo Suppression Based on Multi-stream Conv-TasNet Hongsheng Chen Teng Xiang Kai-Jyun Chen Jing Lu 16 15 0 15 May 2020
Dual-Signal Transformation LSTM Network for Real-Time Noise Suppression Nils L. Westhausen B. Meyer 25 100 0 15 May 2020
FaceFilter: Audio-visual speech separation using still images Soo-Whan Chung Soyeon Choe Joon Son Chung Hong-Goo Kang CVBM 21 66 0 14 May 2020
SpEx+: A Complete Time Domain Speaker Extraction Network Meng Ge Chenglin Xu Longbiao Wang Chng Eng Siong J. Dang Haizhou Li 27 144 0 10 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
Neural Spatio-Temporal Beamformer for Target Speech Separation Yong-mei Xu Meng Yu Shi-Xiong Zhang Lianwu Chen Chao Weng Jianming Liu Dong Yu 26 41 0 08 May 2020
Time-domain speaker extraction network Chenglin Xu Wei Rao Chng Eng Siong Haizhou Li 15 55 0 29 Apr 2020
SpEx: Multi-Scale Time Domain Speaker Extraction Network Chenglin Xu Wei Rao Eng Siong Chng Haizhou Li 23 167 0 17 Apr 2020
Two-stage model and optimal SI-SNR for monaural multi-speaker speech separation in noisy environment Chao Ma Dongmei Li Xupeng Jia 6 5 0 14 Apr 2020
Separating Varying Numbers of Sources with Auxiliary Autoencoding Loss Yi Luo N. Mesgarani 21 29 0 27 Mar 2020
Deep Attention Fusion Feature for Speech Separation with End-to-End Post-filter Method Cunhang Fan J. Tao B. Liu Jiangyan Yi Zhengqi Wen Xuefei Liu 25 9 0 17 Mar 2020
Improving noise robust automatic speech recognition with single-channel time-domain enhancement network K. Kinoshita Tsubasa Ochiai Marc Delcroix Tomohiro Nakatani 21 97 0 09 Mar 2020
Tackling real noisy reverberant meetings with all-neural source separation, counting, and diarization system K. Kinoshita Marc Delcroix S. Araki Tomohiro Nakatani 197 30 0 09 Mar 2020
Enhancing End-to-End Multi-channel Speech Separation via Spatial Feature Learning Rongzhi Gu Shi-Xiong Zhang Lianwu Chen Yong-mei Xu Meng Yu Dan Su Yuexian Zou Dong Yu 8 59 0 09 Mar 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
An empirical study of Conv-TasNet Berkan Kadıoğlu Michael Horgan Xiaoyu Liu Jordi Pons Dan Darcy Vivek Kumar 4 43 0 20 Feb 2020
Efficient Trainable Front-Ends for Neural Speech Enhancement Jonah Casebeer Umut Isik Shrikant Venkataramani A. Krishnaswamy AI4TS 6 3 0 20 Feb 2020
Meta-learning Extractors for Music Source Separation David Samuel Aditya Ganeshan Jason Naradowsky 27 60 0 17 Feb 2020
Real-time binaural speech separation with preserved spatial cues Cong Han Yi Luo N. Mesgarani 33 42 0 16 Feb 2020
Deep S $^3$ PR: Simultaneous Source Separation and Phase Retrieval Using Deep Generative Models Christopher A. Metzler Gordon Wetzstein 20 11 0 14 Feb 2020