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) |
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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 |
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(See Japanese page) |
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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) |
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Security-Systems |
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Glass-Breaking-Sound |
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SVM |
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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 |
6 |
Date of Issue |
2022-02-23 (NC) |
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