Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation

25 April 2019

Papers citing "Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation"

15 / 15 papers shown

Title
Microphone Array Signal Processing and Deep Learning for Speech Enhancement Reinhold Haeb-Umbach Tomohiro Nakatani Marc Delcroix Christoph Boeddeker Tsubasa Ochiai 33 0 0 13 Jan 2025
Multi-resolution location-based training for multi-channel continuous speech separation H. Taherian DeLiang Wang 17 7 0 16 Jan 2023
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 25 21 0 01 Dec 2022
Stereo Speech Enhancement Using Custom Mid-Side Signals and Monaural Processing A. Master Lie Lu Nathan Swedlow 8 0 0 25 Nov 2022
TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation Zhongqiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe 10 116 0 22 Nov 2022
A Hybrid Continuity Loss to Reduce Over-Suppression for Time-domain Target Speaker Extraction Zexu Pan Meng Ge Haizhou Li 11 17 0 31 Mar 2022
Speaker Extraction with Co-Speech Gestures Cue Zexu Pan Xinyuan Qian Haizhou Li SLR 13 26 0 31 Mar 2022
SkiM: Skipping Memory LSTM for Low-Latency Real-Time Continuous Speech Separation Chenda Li Lei Yang Weiqin Wang Y. Qian 24 24 0 26 Jan 2022
Closing the Gap Between Time-Domain Multi-Channel Speech Enhancement on Real and Simulation Conditions Wangyou Zhang Jing Shi Chenda Li Shinji Watanabe Y. Qian 19 22 0 27 Oct 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 6 32 0 23 Feb 2021
TransMask: A Compact and Fast Speech Separation Model Based on Transformer Zining Zhang Bingsheng He Zhenjie Zhang 8 20 0 19 Feb 2021
Sudo rm -rf: Efficient Networks for Universal Audio Source Separation Efthymios Tzinis Zhepei Wang Paris Smaragdis 14 127 0 14 Jul 2020
Wavesplit: End-to-End Speech Separation by Speaker Clustering Neil Zeghidour David Grangier VLM 10 261 0 20 Feb 2020
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction Zhong-Qiu Wang Jonathan Le Roux DeLiang Wang J. Hershey 88 122 0 26 Apr 2018
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 243 7,597 0 03 Jul 2012