A Pre-Separation and All-Neural Beamformer Framework for Multi-Channel Speech Separation

Thanks to the use of deep neural networks (DNNs), microphone array speech separation methods have achieved impressive performance. However, most existing neural beamforming methods explicitly follow traditional beamformer formulas, which possibly causes sub-optimal performance. In this study, a pre-...

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Bibliographic Details
Main Authors: Wupeng Xie, Xiaoxiao Xiang, Xiaojuan Zhang, Guanghong Liu
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/15/2/261