DocumentCode :
1603831
Title :
A spatial notch filtering approach for improving frequency domain complex BSS of audio signals
Author :
Hadi, A. Abdul ; Sanei, S.
Author_Institution :
Dept. of Comput. & Phys. Sci., Univ. of Surrey, Guildford, UK
fYear :
2011
Firstpage :
1
Lastpage :
5
Abstract :
In this article the previously proposed notch filtering approach for localization of brain signal sources is extended and combined with complex frequency domain BSS to simultaneously localise and separate the audio sources. Unlike many other methods for solving the permutation problem meant for speech signals (due to continuity of spectrum for adjacent frequency bins) the method here can be applied to all types of audio sources. Significant improvement over the results of previously developed techniques using combined BSS and beamforming has been achieved and the comparison results illustrated.
Keywords :
array signal processing; audio signal processing; blind source separation; filtering theory; frequency-domain analysis; notch filters; spatial filters; audio signals; audio source separation; beamforming; blind signal source localization; frequency domain; permutation problem; spatial notch filtering approach; speech signals; Blind source separation; Frequency domain analysis; Frequency estimation; Speech; Speech processing; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information, Communications and Signal Processing (ICICS) 2011 8th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4577-0029-3
Type :
conf
DOI :
10.1109/ICICS.2011.6173615
Filename :
6173615
Link To Document :
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