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Paper Abstract and Keywords
Presentation 2011-03-09 14:10
Multiple sounds classification system for hearing impaired people support
Yosuke Kaga, Mauricio Kugler, Susumu Kuroyanagi, Akira Iwata (NIT) NC2010-198
Abstract (in Japanese) (See Japanese page) 
(in English) A hearing information processing system using learning vector quantization neural networks based on the human auditory mechanism had been previously proposed. This system was specifically designed for hardware implementation, with feature vectors represented by binary vectors which can be compared by means of the simple Hamming distance. Although efficiently applied to single sound sources, this system could not handle multiple sounds. This paper proposes a method for recognizing multiple instrumental sounds by extracting the pitch information and then recognizing each sound source independently. Experimental results show that several combinations of musical instruments and pitches could be successfully recognized.
Keyword (in Japanese) (See Japanese page) 
(in English) neural network / sound recognition / instrumental sound / multiple sounds / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 461, NC2010-198, pp. 415-420, March 2011.
Paper # NC2010-198 
Date of Issue 2011-02-28 (NC) 
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 NC2010-198

Conference Information
Committee NC MBE  
Conference Date 2011-03-07 - 2011-03-09 
Place (in Japanese) (See Japanese page) 
Place (in English) Tamagawa University 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2011-03-NC-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Multiple sounds classification system for hearing impaired people support 
Sub Title (in English)  
Keyword(1) neural network  
Keyword(2) sound recognition  
Keyword(3) instrumental sound  
Keyword(4) multiple sounds  
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1st Author's Name Yosuke Kaga  
1st Author's Affiliation Nagoya Institute of Technology (NIT)
2nd Author's Name Mauricio Kugler  
2nd Author's Affiliation Nagoya Institute of Technology (NIT)
3rd Author's Name Susumu Kuroyanagi  
3rd Author's Affiliation Nagoya Institute of Technology (NIT)
4th Author's Name Akira Iwata  
4th Author's Affiliation Nagoya Institute of Technology (NIT)
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Speaker
Date Time 2011-03-09 14:10:00 
Presentation Time 25 
Registration for NC 
Paper # IEICE-NC2010-198 
Volume (vol) IEICE-110 
Number (no) no.461 
Page pp.415-420 
#Pages IEICE-6 
Date of Issue IEICE-NC-2011-02-28 


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