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Paper Abstract and Keywords
Presentation 2009-03-06 10:30
A Method of Blind Source Separation for Mixed Voice Separation in Noisy and Reverberating Environment -- Introduction of Genetic Algorithm --
Masato Katou, Kaoru Arakawa (Meiji Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) Various methods have been proposed for blind source separation, but additive noise and reverberation must be considered when actual voices are to be processed. In this paper, a method of blind source separation is proposed using genetic algorithm (GA) for separating mixed voices in such noisy and reverberating environment. This method is based on Kawamoto’s method which is a blind separating method for reverberating environment. Generally, the separation becomes insufficient when random noise is added to the mixed voices. In order to solve this problem, GA is introduced to minimize the correlation between the separated voices. Using GA, the mixed voice can be separated sufficiently in noisy and reverberating environment. Computer simulations show the high performance of the proposed system.
Keyword (in Japanese) (See Japanese page) 
(in English) blind source separation / speech processing / genetic algorithm / noise / reverberation / / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 461, SIS2008-81, pp. 55-59, March 2009.
Paper # SIS2008-81 
Date of Issue 2009-02-26 (SIS) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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Conference Information
Committee SIS  
Conference Date 2009-03-05 - 2009-03-06 
Place (in Japanese) (See Japanese page) 
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Paper Information
Registration To SIS 
Conference Code 2009-03-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Method of Blind Source Separation for Mixed Voice Separation in Noisy and Reverberating Environment 
Sub Title (in English) Introduction of Genetic Algorithm 
Keyword(1) blind source separation  
Keyword(2) speech processing  
Keyword(3) genetic algorithm  
Keyword(4) noise  
Keyword(5) reverberation  
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1st Author's Name Masato Katou  
1st Author's Affiliation Meiji University (Meiji Univ.)
2nd Author's Name Kaoru Arakawa  
2nd Author's Affiliation Meiji University (Meiji Univ.)
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Speaker
Date Time 2009-03-06 10:30:00 
Presentation Time 20 
Registration for SIS 
Paper # IEICE-SIS2008-81 
Volume (vol) IEICE-108 
Number (no) no.461 
Page pp.55-59 
#Pages IEICE-5 
Date of Issue IEICE-SIS-2009-02-26 


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