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Paper Abstract and Keywords
Presentation 2016-03-29 09:00
[Poster Presentation] Speaker verification using weight-adapted score fusion in noisy reverberant environments
Ryosuke Nakanishi, Sayaka Shiota, Hitoshi Kiya (Tokyo Metropolitan Univ.) EA2015-114 SIP2015-163 SP2015-142
Abstract (in Japanese) (See Japanese page) 
(in English) This paper proposes a weight estimation method for automatic speaker verification (ASV) using score fusion in noisy reverberant environment.
It is well known that background noise and reverberation affect the performances of ASV systems.
Various techniques have been reported to improve robustness against these background noise and reverberation, and score fusion is one of the effective methods.
However, the score fusion requires an adequate weight estimation method.
The proposed method estimates an adequate weight in noisy reverberant environment by using a supervised adaptation with some SNR models.
The QUT-NOISE-SRE protocol is used for simulating the reverberation of the clean speech in the experiments.
The experimental results show that the proposed weight estimation method provides a high performance in noisy reverberant environment.
Keyword (in Japanese) (See Japanese page) 
(in English) speaker verification / GMM-UBM / score fusion / weight estimation / noisy reverberant enviroments / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 523, SP2015-142, pp. 267-272, March 2016.
Paper # SP2015-142 
Date of Issue 2016-03-21 (EA, SIP, SP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
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reproduction
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 EA2015-114 SIP2015-163 SP2015-142

Conference Information
Committee EA SP SIP  
Conference Date 2016-03-28 - 2016-03-29 
Place (in Japanese) (See Japanese page) 
Place (in English) Beppu International Convention Center B-ConPlaza 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Engineering/Electro Acoustics, Speech, Signal Processing, and Related Topics 
Paper Information
Registration To SP 
Conference Code 2016-03-EA-SP-SIP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Speaker verification using weight-adapted score fusion in noisy reverberant environments 
Sub Title (in English)  
Keyword(1) speaker verification  
Keyword(2) GMM-UBM  
Keyword(3) score fusion  
Keyword(4) weight estimation  
Keyword(5) noisy reverberant enviroments  
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1st Author's Name Ryosuke Nakanishi  
1st Author's Affiliation Tokyo Metropolitan University (Tokyo Metropolitan Univ.)
2nd Author's Name Sayaka Shiota  
2nd Author's Affiliation Tokyo Metropolitan University (Tokyo Metropolitan Univ.)
3rd Author's Name Hitoshi Kiya  
3rd Author's Affiliation Tokyo Metropolitan University (Tokyo Metropolitan Univ.)
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Speaker
Date Time 2016-03-29 09:00:00 
Presentation Time 90 
Registration for SP 
Paper # IEICE-EA2015-114,IEICE-SIP2015-163,IEICE-SP2015-142 
Volume (vol) IEICE-115 
Number (no) no.521(EA), no.522(SIP), no.523(SP) 
Page pp.267-272 
#Pages IEICE-6 
Date of Issue IEICE-EA-2016-03-21,IEICE-SIP-2016-03-21,IEICE-SP-2016-03-21 


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