Implicit Neural Spatial Filtering for Multichannel Source Separation in the Waveform Domain

30 June 2022

Papers citing "Implicit Neural Spatial Filtering for Multichannel Source Separation in the Waveform Domain"

25 / 25 papers shown

Title
A Neural Beam Filter for Real-time Multi-channel Speech Enhancement Wenzhe Liu Andong Li C. Zheng Xiaodong Li 47 3 0 05 Feb 2022
Hybrid Spectrogram and Waveform Source Separation Alexandre Défossez 75 174 0 05 Nov 2021
Multichannel Speech Enhancement without Beamforming Asutosh Pandey Buye Xu Anurag Kumar Jacob Donley P. Calamia DeLiang Wang 51 15 0 25 Oct 2021
Complex Neural Spatial Filter: Enhancing Multi-channel Target Speech Separation in Complex Domain Rongzhi Gu Shi-Xiong Zhang Yuexian Zou Dong Yu 65 34 0 26 Apr 2021
Multi-Channel Speech Enhancement using Graph Neural Networks Panagiotis Tzirakis Anurag Kumar Jacob Donley 60 38 0 13 Feb 2021
On End-to-end Multi-channel Time Domain Speech Separation in Reverberant Environments Jisi Zhang Catalin Zorila R. Doddipatla Jon Barker 70 46 0 11 Nov 2020
DESNet: A Multi-channel Network for Simultaneous Speech Dereverberation, Enhancement and Separation Yihui Fu Jian Wu Yanxin Hu Mengtao Xing Lei Xie 63 24 0 04 Nov 2020
The Cone of Silence: Speech Separation by Localization Teerapat Jenrungrot V. Jayaram S. M. Seitz Ira Kemelmacher-Shlizerman 68 56 0 12 Oct 2020
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation Zhong-Qiu Wang Peidong Wang DeLiang Wang 54 90 0 04 Oct 2020
An End-to-end Architecture of Online Multi-channel Speech Separation Jian Wu Zhuo Chen Jinyu Li Takuya Yoshioka Zhili Tan Ed Lin Yi Luo Lei Xie 3DV 33 21 0 07 Sep 2020
Real Time Speech Enhancement in the Waveform Domain Alexandre Défossez Gabriel Synnaeve Yossi Adi 81 464 0 23 Jun 2020
End-to-End Far-Field Speech Recognition with Unified Dereverberation and Beamforming Wangyou Zhang Aswin Shanmugam Subramanian Xuankai Chang Shinji Watanabe Y. Qian 44 27 0 21 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 49 41 0 08 May 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 71 61 0 09 Mar 2020
Multi-Microphone Complex Spectral Mapping for Speech Dereverberation Zhong-Qiu Wang DeLiang Wang 54 63 0 04 Mar 2020
Channel-Attention Dense U-Net for Multichannel Speech Enhancement Bahareh Tolooshams Ritwik Giri Andrew H. Song Umut Isik A. Krishnaswamy 59 86 0 30 Jan 2020
Music Source Separation in the Waveform Domain Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 128 273 0 27 Nov 2019
End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation Yi Luo Zhuo Chen N. Mesgarani Takuya Yoshioka 51 181 0 30 Oct 2019
FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing Yi Luo Enea Ceolini Cong Han Shih-Chii Liu N. Mesgarani 53 151 0 29 Sep 2019
Multichannel Speech Enhancement by Raw Waveform-mapping using Fully Convolutional Networks Changle Liu Sze-Wei Fu You-Jin Li Jen-Wei Huang Hsin-Min Wang Yu Tsao 65 50 0 26 Sep 2019
End-to-End Multi-Channel Speech Separation Rongzhi Gu Jian Wu Shi-Xiong Zhang Lianwu Chen Yong-mei Xu Meng Yu Dan Su Yuexian Zou Dong Yu 50 77 0 15 May 2019
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 162 1,795 0 20 Sep 2018
Cracking the cocktail party problem by multi-beam deep attractor network Zhuo Chen Jinyu Li Xiong Xiao Takuya Yoshioka Huaming Wang Zhenghao Wang Jiawei Liu 36 36 0 29 Mar 2018
Deep Learning Based Speech Beamforming Kaizhi Qian Yang Zhang Shiyu Chang Xuesong Yang D. Florêncio M. Hasegawa-Johnson 37 34 0 15 Feb 2018
Supervised Speech Separation Based on Deep Learning: An Overview DeLiang Wang Jitong Chen SSL 84 1,374 0 24 Aug 2017