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Paper Abstract and Keywords
Presentation 2022-03-02 10:20
A Glass Breaking Sound Detection Method for Security Systems using SVM
Yuhei Mazaki, Susumu Kuroyanagi (NIT) NC2021-48
Abstract (in Japanese) (See Japanese page) 
(in English) In this study, a sound-based security system which detect glass breaking sound made by burglars are proposed. In the previous study, specific features for glass breaking sounds detection have been proposed, and it has been confirmed that they can be classified using linear SVM. However, Classification experiments with daily sounds don’t have been conducted. Additionally, it is questionable whether the problem of discriminating between glass shattering sounds and daily sounds is linearly separable. In this study, the classification experiment with various daily sounds are conducted with nonlinear SVM, and I propose a new classification model that also can classify the daily sounds former model failed.
Keyword (in Japanese) (See Japanese page) 
(in English) Security-Systems / Glass-Breaking-Sound / SVM / Hierarchization / / / /  
Reference Info. IEICE Tech. Rep., vol. 121, no. 390, NC2021-48, pp. 11-16, March 2022.
Paper # NC2021-48 
Date of Issue 2022-02-23 (NC) 
ISSN 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 NC2021-48

Conference Information
Committee MBE NC  
Conference Date 2022-03-02 - 2022-03-04 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2022-03-MBE-NC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Glass Breaking Sound Detection Method for Security Systems using SVM 
Sub Title (in English)  
Keyword(1) Security-Systems  
Keyword(2) Glass-Breaking-Sound  
Keyword(3) SVM  
Keyword(4) Hierarchization  
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1st Author's Name Yuhei Mazaki  
1st Author's Affiliation Nagoya Institute of Technology (NIT)
2nd Author's Name Susumu Kuroyanagi  
2nd Author's Affiliation Nagoya Institute of Technology (NIT)
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Speaker Author-1 
Date Time 2022-03-02 10:20:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2021-48 
Volume (vol) vol.121 
Number (no) no.390 
Page pp.11-16 
#Pages
Date of Issue 2022-02-23 (NC) 


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