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Paper Abstract and Keywords
Presentation 2013-05-16 17:20
Analysis on musical noise generation for blind speech extraction based on generalized MMSE short-time spectral amplitude estimator
Shunsuke Nakai, Suzumi Kanehara, Ryoichi Miyazaki, Hiroshi Saruwatari, Kiyohiro Shikano (NAIST) EA2013-13 SIP2013-13 SP2013-13
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we give an analysis on the amount of musical noise for blind speech extraction based on a generalized minimum mean-square error (MMSE) short-time spectral amplitude estimator. In the previous studies, blind spatial subtraction array (BSSA) has been proposed as a method of blind speech extraction. However, a serious problem, musical noise due to nonlinear signal processing, exists in BSSA. To solve this problem, we introduce the MMSE estimator with optimizable speech model and inhomogeneous error criterion to BSSA, and discuss the amount of musical noise generated in the proposed method via theoretical analysis and simulation-based experiments.
Keyword (in Japanese) (See Japanese page) 
(in English) blind speech extraction / MMSE-STSA estimator / musical noise / / / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 27, EA2013-13, pp. 73-78, May 2013.
Paper # EA2013-13 
Date of Issue 2013-05-09 (EA, SIP, SP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF EA2013-13 SIP2013-13 SP2013-13

Conference Information
Committee SP EA SIP  
Conference Date 2013-05-16 - 2013-05-17 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English) Speech and Acoustic Signal Processing, Speech, and Related Topics 
Paper Information
Registration To EA 
Conference Code 2013-05-SP-EA-SIP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Analysis on musical noise generation for blind speech extraction based on generalized MMSE short-time spectral amplitude estimator 
Sub Title (in English)  
Keyword(1) blind speech extraction  
Keyword(2) MMSE-STSA estimator  
Keyword(3) musical noise  
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1st Author's Name Shunsuke Nakai  
1st Author's Affiliation Nara institute of science and technology (NAIST)
2nd Author's Name Suzumi Kanehara  
2nd Author's Affiliation Nara institute of science and technology (NAIST)
3rd Author's Name Ryoichi Miyazaki  
3rd Author's Affiliation Nara institute of science and technology (NAIST)
4th Author's Name Hiroshi Saruwatari  
4th Author's Affiliation Nara institute of science and technology (NAIST)
5th Author's Name Kiyohiro Shikano  
5th Author's Affiliation Nara institute of science and technology (NAIST)
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Speaker
Date Time 2013-05-16 17:20:00 
Presentation Time 25 
Registration for EA 
Paper # IEICE-EA2013-13,IEICE-SIP2013-13,IEICE-SP2013-13 
Volume (vol) IEICE-113 
Number (no) no.27(EA), no.28(SIP), no.29(SP) 
Page pp.73-78 
#Pages IEICE-6 
Date of Issue IEICE-EA-2013-05-09,IEICE-SIP-2013-05-09,IEICE-SP-2013-05-09 


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