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Paper Abstract and Keywords
Presentation 2022-06-10 11:40
An embedded-oriented sound classification system using reservoir computing
Yuichiro Tanaka, Issei Uchino (Kyutech), Kazunobu Ohkuri (Sony), Hakaru Tamukoh (Kyutech) SIS2022-9
Abstract (in Japanese) (See Japanese page) 
(in English) Although deep neural networks (DNNs) have achieved state-of-the-art results in sound classification tasks in recent years, DNNs require high computational costs, and therefore implementing DNN-based sound classification systems for embedded systems is difficult. This study aims to realize high-speed and low-power sound classification hardware and proposes an embedded-oriented sound classification system using reservoir computing.
Keyword (in Japanese) (See Japanese page) 
(in English) sound classification / speaker identification / reservoir computing / hardware / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 62, SIS2022-9, pp. 41-44, June 2022.
Paper # SIS2022-9 
Date of Issue 2022-06-02 (SIS) 
ISSN Online edition: ISSN 2432-6380
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 SIS2022-9

Conference Information
Committee SIS IPSJ-AVM  
Conference Date 2022-06-09 - 2022-06-10 
Place (in Japanese) (See Japanese page) 
Place (in English) KIT(Wakamatsu Campus) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Intelligent Multimedia Systems, Applied Embedded Systems, Three-Dimensional Image Technology (3DIT), etc. 
Paper Information
Registration To SIS 
Conference Code 2022-06-SIS-AVM 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An embedded-oriented sound classification system using reservoir computing 
Sub Title (in English)  
Keyword(1) sound classification  
Keyword(2) speaker identification  
Keyword(3) reservoir computing  
Keyword(4) hardware  
1st Author's Name Yuichiro Tanaka  
1st Author's Affiliation Kyushu Institute of Technology (Kyutech)
2nd Author's Name Issei Uchino  
2nd Author's Affiliation Kyushu Institute of Technology (Kyutech)
3rd Author's Name Kazunobu Ohkuri  
3rd Author's Affiliation Sony Group Corporation (Sony)
4th Author's Name Hakaru Tamukoh  
4th Author's Affiliation Kyushu Institute of Technology (Kyutech)
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Speaker Author-1 
Date Time 2022-06-10 11:40:00 
Presentation Time 20 minutes 
Registration for SIS 
Paper # SIS2022-9 
Volume (vol) vol.122 
Number (no) no.62 
Page pp.41-44 
Date of Issue 2022-06-02 (SIS) 

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