Paper Abstract and Keywords |
Presentation |
2015-01-16 10:10
Life sound discrimination algorithm using Neural network Hiroyuki Nishi, Kin Kin, Yoshimasa Kimura, Toshio Kakinoki (Sojo Univ) ICM2014-43 LOIS2014-50 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In an aging society, the death of elderly people living alone has become a serious social problem. Conventional observation services for elderly people have faults on privacy protection and user interface. Authors are studying observation systems using acoustic information for avoiding the problems of conventional systems. In this study, a new method for discriminating life sound of elderly people using neural network is proposed. As the parameters of the experiment, frame length of analysis, number of dimensions of the hidden layer and number of learning are evaluated. As the result, in case that frame length is 32 ms, number of dimensions are 15, and number of learning is 100, the discrimination accuracy was the best(96.4%). |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Elderly people / Observation / Life sound / Neural network / Pattern Recognition / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 390, LOIS2014-50, pp. 61-65, Jan. 2015. |
Paper # |
LOIS2014-50 |
Date of Issue |
2015-01-08 (ICM, LOIS) |
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) |
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ICM2014-43 LOIS2014-50 |
Conference Information |
Committee |
ICM LOIS |
Conference Date |
2015-01-15 - 2015-01-16 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kanmon Straits & Mojiko Retro |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Practical Use of Lifelog, Office Information System, Business Management, etc. |
Paper Information |
Registration To |
LOIS |
Conference Code |
2015-01-ICM-LOIS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Life sound discrimination algorithm using Neural network |
Sub Title (in English) |
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Keyword(1) |
Elderly people |
Keyword(2) |
Observation |
Keyword(3) |
Life sound |
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Neural network |
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Pattern Recognition |
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1st Author's Name |
Hiroyuki Nishi |
1st Author's Affiliation |
Sojo University (Sojo Univ) |
2nd Author's Name |
Kin Kin |
2nd Author's Affiliation |
Sojo University (Sojo Univ) |
3rd Author's Name |
Yoshimasa Kimura |
3rd Author's Affiliation |
Sojo University (Sojo Univ) |
4th Author's Name |
Toshio Kakinoki |
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Sojo University (Sojo Univ) |
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Speaker |
Author-1 |
Date Time |
2015-01-16 10:10:00 |
Presentation Time |
20 minutes |
Registration for |
LOIS |
Paper # |
ICM2014-43, LOIS2014-50 |
Volume (vol) |
vol.114 |
Number (no) |
no.389(ICM), no.390(LOIS) |
Page |
pp.61-65 |
#Pages |
5 |
Date of Issue |
2015-01-08 (ICM, LOIS) |
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