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| 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 |
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| 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 | |
| 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 | SIS2022-9 |
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| 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 |
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| 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 |
| #Pages | 4 |
| Date of Issue | 2022-06-02 (SIS) |
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