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Author:

Liu, Jinxiang (Liu, Jinxiang.) | Yang, Qishan (Yang, Qishan.) | Jia, Maoshen (Jia, Maoshen.) | Zhang, Xinfeng (Zhang, Xinfeng.)

Indexed by:

EI Scopus

Abstract:

In this work, a multiple speech source separation method is proposed based on single source zone detection and linearly constrained minimum variance (LCMV) beamformer. First, the 'single-source'zones where only one source is dominant over the others are detected according to the characteristic of B-format microphone. Second, the number of active sources and their corresponding directions of arrival (DOAs) are estimated in these 'single-source'zones. Finally, LCMV beamformer is adopted for recovering the sources separately by using the DOA estimates. The objective evaluation shows that the proposed method achieves better separation quality compared to some existing BSS (blind source separation) approaches. © 2020 ACM.

Keyword:

Beamforming Microphone array Blind source separation Direction of arrival

Author Community:

  • [ 1 ] [Liu, Jinxiang]Faculty of Information Technology, Beijing University of Technology, 100 PingLeYuan, Chaoyang District, Beijing, China
  • [ 2 ] [Yang, Qishan]Faculty of Information Technology, Beijing University of Technology, 100 PingLeYuan, Chaoyang District, Beijing, China
  • [ 3 ] [Jia, Maoshen]Faculty of Information Technology, Beijing University of Technology, 100 PingLeYuan, Chaoyang District, Beijing, China
  • [ 4 ] [Zhang, Xinfeng]Faculty of Information Technology, Beijing University of Technology, 100 PingLeYuan, Chaoyang District, Beijing, China

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Source :

Year: 2020

Page: 141-145

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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