Title
'Shadow BSS' for blind source separation in rapidly time-varying acoustic scenes
Abstract
This paper addresses the tracking capability of blind source separation algorithms for rapidly time-varying sensor or source positions. Based on a known algorithm for blind source separation, which also allows for simultaneous localization of multiple active sources in reverberant environments, the source separation performance will be investigated for abrupt microphone array rotations representing the worst case. After illustrating the deficiencies in source-tracking with the given efficient implementation of the BSS algorithm, a method to ensure robust source separation even with abrupt microphone array rotations is proposed. Experimental results illustrate the efficiency of the proposed concept.
Year
DOI
Venue
2007
10.1007/978-3-540-74494-8_70
ICA
Keywords
Field
DocType
bss algorithm,source separation performance,blind source separation algorithm,source position,known algorithm,robust source separation,multiple active source,abrupt microphone array rotation,abrupt microphone array,blind source separation,acoustic scene,shadow bss
Computer vision,Shadow,Computer science,Speech recognition,Microphone array,Independent component analysis,Artificial intelligence,Blind signal separation,Source separation
Conference
Volume
ISSN
ISBN
4666
0302-9743
3-540-74493-2
Citations 
PageRank 
References 
1
0.35
5
Authors
4
Name
Order
Citations
PageRank
S. Wehr110.35
A. Lombard210.35
Herbert Buchner343540.57
W. Kellermann468671.03