Multi-Channel Bin-Wise Speech Separation Combining Time-Frequency Masking and Beamforming

Multi-Channel Bin-Wise Speech Separation Combining Time-Frequency Masking and Beamforming

This paper presents a novel Blind Source Separation method that can handle convolutive mixtures that may be underdetermined. Our method combines TF masking and beamforming and exploits the source signals sparsity in the Time-Frequency (TF) domain. Remarkable performance can be achieved by TF masking...

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Bibliographic Details
Main Authors: Mostafa Bella, Hicham Saylani, Shahram Hosseini, Yannick Deville
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Blind Source Separation
Convolutive mixtures
speech separation
sparsity
TF masking
beamforming
Online Access:https://ieeexplore.ieee.org/document/10251517/

Internet

https://ieeexplore.ieee.org/document/10251517/

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