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| Presentation | 2008-03-14 14:50 Construction of Voiceprint Personal Authentication System with Hierarchical Neural Network Akihiro Tanaka, Hikari Kobayashi, Satoru Kishida, Hiromu Hasegawa (Tottori Univ.), Toru Watanabe (Matsue National College of Technology)  NC2007-184 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We constructed an individual authentication system with three-layered neural networks, where voice was used as a biometrics. The date of voice were pre-processed by fast furrier transform (FFT). We studied the effect of pronunciation on performance of the system From the results, we found that the performance of the system was dependent on the kinds of pronunciation and that the pronunciation “a-” was optimum for the individual authentication system. Therefore, the system is thought to be useful for an individual authentication. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Hierarchical Neural Network / voice / authentication / fast furrier transform / vowel / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 107, no. 542, NC2007-184, pp. 427-431, March 2008. | |
| Paper # | NC2007-184 | |
| Date of Issue | 2008-03-05 (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 | NC2007-184 |
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| Conference Information | |
| Committee | NC MBE |
| Conference Date | 2008-03-12 - 2008-03-14 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tamagawa Univ |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2008-03-NC-MBE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Construction of Voiceprint Personal Authentication System with Hierarchical Neural Network |
| Sub Title (in English) | |
| Keyword(1) | Hierarchical Neural Network |
| Keyword(2) | voice |
| Keyword(3) | authentication |
| Keyword(4) | fast furrier transform |
| Keyword(5) | vowel |
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| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Akihiro Tanaka |
| 1st Author's Affiliation | Tottori University (Tottori Univ.) |
| 2nd Author's Name | Hikari Kobayashi |
| 2nd Author's Affiliation | Tottori University (Tottori Univ.) |
| 3rd Author's Name | Satoru Kishida |
| 3rd Author's Affiliation | Tottori University (Tottori Univ.) |
| 4th Author's Name | Hiromu Hasegawa |
| 4th Author's Affiliation | Tottori University (Tottori Univ.) |
| 5th Author's Name | Toru Watanabe |
| 5th Author's Affiliation | Matsue National College of Technology (Matsue National College of Technology) |
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| Speaker | Author-1 |
| Date Time | 2008-03-14 14:50:00 |
| Presentation Time | 20 minutes |
| Registration for | NC |
| Paper # | NC2007-184 |
| Volume (vol) | vol.107 |
| Number (no) | no.542 |
| Page | pp.427-431 |
| #Pages | 5 |
| Date of Issue | 2008-03-05 (NC) |
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