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Paper Abstract and Keywords
Presentation 2008-01-25 17:10
The consideration between number of phone in training sets and recognition accuracy for speaker adaptation.
Shougo Matsuura, Jin'ichi Murakami, Satoru Ikehara (Tottori Univ.) TL2007-87 SP2007-182 WIT2007-87
Abstract (in Japanese) (See Japanese page) 
(in English) This study pay attention to number of phones in training sets. We make
a hybrid HMM which mixed speaker adaptation HMM and independent HMM by
number of phones.
In addition, we make training sets by given bias to number of phones to
obtain the high performance in speaker adaptation.
As a result of experiments, we have improvement of 2.65\% and 1.33\%
for 164 words training sets and 82 words training sets in speaker
adaptation using a hybrid HMM and made training sets.
Keyword (in Japanese) (See Japanese page) 
(in English) speaker adaptation / speaker independent speech recognition / training data sets / continuous HMM / / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 435, SP2007-182, pp. 87-91, Jan. 2008.
Paper # SP2007-182 
Date of Issue 2008-01-18 (TL, SP, WIT) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
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 TL2007-87 SP2007-182 WIT2007-87

Conference Information
Committee WIT TL SP  
Conference Date 2008-01-24 - 2008-01-25 
Place (in Japanese) (See Japanese page) 
Place (in English) Shimane Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Thinking and Language, Welfare and Speech processing, etc. 
Paper Information
Registration To SP 
Conference Code 2008-01-WIT-TL-SP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) The consideration between number of phone in training sets and recognition accuracy for speaker adaptation. 
Sub Title (in English)  
Keyword(1) speaker adaptation  
Keyword(2) speaker independent speech recognition  
Keyword(3) training data sets  
Keyword(4) continuous HMM  
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Keyword(6)  
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1st Author's Name Shougo Matsuura  
1st Author's Affiliation Tottori University (Tottori Univ.)
2nd Author's Name Jin'ichi Murakami  
2nd Author's Affiliation Tottori University (Tottori Univ.)
3rd Author's Name Satoru Ikehara  
3rd Author's Affiliation Tottori University (Tottori Univ.)
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Speaker Author-1 
Date Time 2008-01-25 17:10:00 
Presentation Time 25 minutes 
Registration for SP 
Paper # TL2007-87, SP2007-182, WIT2007-87 
Volume (vol) vol.107 
Number (no) no.433(TL), no.435(SP), no.437(WIT) 
Page pp.87-91 
#Pages 5 
Date of Issue 2008-01-18 (TL, SP, WIT) 

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