A comprehensive study of speech separation: spectrogram vs waveform
separation

A comprehensive study of speech separation: spectrogram vs waveform separation

17 May 2019

F. Bahmaninezhad

Jian Wu

Shi-Xiong Zhang

Papers citing "A comprehensive study of speech separation: spectrogram vs waveform separation"

18 / 18 papers shown

Title
Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition Guinan Li Jiajun Deng Youjun Chen Mengzhe Geng Shujie Hu ... Zengrui Jin Tianzi Wang Xurong Xie Helen Meng Xunying Liu VLM 34 0 0 14 Jun 2024
Multi-Channel Masking with Learnable Filterbank for Sound Source Separation Wang Dai A. Politis Tuomas Virtanen 28 0 0 14 Mar 2023
VE-KWS: Visual Modality Enhanced End-to-End Keyword Spotting Aoting Zhang He Wang Pengcheng Guo Yihui Fu Linfu Xie Yingying Gao Shilei Zhang Junlan Feng 13 4 0 27 Feb 2023
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation Rongzhi Gu Shi-Xiong Zhang Yuexian Zou Dong Yu AI4TS 22 24 0 16 Dec 2022
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 28 21 0 01 Dec 2022
Audio-visual multi-channel speech separation, dereverberation and recognition Guinan Li Jianwei Yu Jiajun Deng Xunying Liu Helen Meng 16 7 0 05 Apr 2022
Switching Independent Vector Analysis and Its Extension to Blind and Spatially Guided Convolutional Beamforming Algorithms Tomohiro Nakatani Rintaro Ikeshita K. Kinoshita H. Sawada Naoyuki Kamo S. Araki 27 8 0 20 Nov 2021
Blind and neural network-guided convolutional beamformer for joint denoising, dereverberation, and source separation Tomohiro Nakatani Rintaro Ikeshita K. Kinoshita H. Sawada S. Araki 32 19 0 04 Aug 2021
Deep Learning based Multi-Source Localization with Source Splitting and its Effectiveness in Multi-Talker Speech Recognition Aswin Shanmugam Subramanian Chao Weng Shinji Watanabe Meng Yu Dong Yu 25 78 0 16 Feb 2021
On End-to-end Multi-channel Time Domain Speech Separation in Reverberant Environments Jisi Zhang Catalin Zorila R. Doddipatla Jon Barker 9 46 0 11 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
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
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 14 19 0 18 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 15 41 0 08 May 2020
End-to-end training of time domain audio separation and recognition Thilo von Neumann K. Kinoshita Lukas Drude Christoph Boeddeker Marc Delcroix Tomohiro Nakatani Reinhold Haeb-Umbach 22 34 0 18 Dec 2019
On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement Morten Kolbæk Zheng-Hua Tan S. H. Jensen Jesper Jensen AAML 63 125 0 03 Sep 2019
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction Zhong-Qiu Wang Jonathan Le Roux DeLiang Wang J. Hershey 96 123 0 26 Apr 2018