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Weight coefficients applied to eliminate permutation of frequency domain.

Authors :
CHEN Chao
HE Yi-gang
YIN Bai-qiang
FANG Ge-feng
FAN Xiao-teng
SHE Kai
Source :
Application Research of Computers / Jisuanji Yingyong Yanjiu. Dec2014, Vol. 31 Issue 12, p3752-3787. 5p.
Publication Year :
2014

Abstract

In order to solve the permutation problem of frequency-domain blind source separation, this paper studied the influence of discontinuity of demixing matrix and distance between frequency bins on permutation problem, and proposed an improved method. It used weight coefficients to represent the influence of each frequency bin to the undetermined frequency bin, and used the demixing matrix of the previous frequency bin to initial the demixing matrix of the latter one. This paper presented the processes of the improved method. The improved method was applied in occasions of instantaneous mixtures, convolutive mixtures and real-room conditions. The results show the proposed method has better signal to noise ratio, speed and stronger robustness, comparing with Murata method. [ABSTRACT FROM AUTHOR]

Details

Language :
Chinese
ISSN :
10013695
Volume :
31
Issue :
12
Database :
Academic Search Index
Journal :
Application Research of Computers / Jisuanji Yingyong Yanjiu
Publication Type :
Academic Journal
Accession number :
99861912
Full Text :
https://doi.org/10.3969/j.issn.1001-3695.2014.12.059