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| Presentation | 2016-08-24 16:15 [Poster Presentation] Extraction of brain activity related to auditory impressions induced by HVAC sound using non-negative tensor decomposition Hajime Yano, Tetsuya Takiguchi, Yasuo Ariki (Kobe Univ.), Takuya Hotehama (AIST), Masaru Kamiya (DENSO), Seiji Nakagawa (Chiba Univ.)  SP2016-34 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | To evaluate auditory impressions induced by HVAC (heating, ventilation and air conditioning) sound using neurophysiological indices, a prediction model which estimates auditory impressions from brain activity was constructed. First, the time-frequency representation of the magnetoencephalographic (MEG) data was calculated. Second, the low-dimensional features were extracted from the time-frequency feature using non-negative tensor factorization (NTD). The regression model which predicts the scale values of auditory impressions from the feature vectors were learned, and its performance was evaluated. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | auditory impression / magnetoencephalography (MEG) / non-negative tensor decomposition / preference / HVAC sound / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 189, SP2016-34, pp. 37-40, Aug. 2016. | |
| Paper # | SP2016-34 | |
| Date of Issue | 2016-08-17 (SP) | |
| 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 | SP2016-34 |
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| Conference Information | |
| Committee | SP |
| Conference Date | 2016-08-24 - 2016-08-25 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | ACCMS, Kyoto Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Audio event processing, etc. |
| Paper Information | |
| Registration To | SP |
| Conference Code | 2016-08-SP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Extraction of brain activity related to auditory impressions induced by HVAC sound using non-negative tensor decomposition |
| Sub Title (in English) | |
| Keyword(1) | auditory impression |
| Keyword(2) | magnetoencephalography (MEG) |
| Keyword(3) | non-negative tensor decomposition |
| Keyword(4) | preference |
| Keyword(5) | HVAC sound |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Hajime Yano |
| 1st Author's Affiliation | Kobe University (Kobe Univ.) |
| 2nd Author's Name | Tetsuya Takiguchi |
| 2nd Author's Affiliation | Kobe University (Kobe Univ.) |
| 3rd Author's Name | Yasuo Ariki |
| 3rd Author's Affiliation | Kobe University (Kobe Univ.) |
| 4th Author's Name | Takuya Hotehama |
| 4th Author's Affiliation | National Institute of Advanced Industrial Science and Technology (AIST) |
| 5th Author's Name | Masaru Kamiya |
| 5th Author's Affiliation | DENSO Corporation (DENSO) |
| 6th Author's Name | Seiji Nakagawa |
| 6th Author's Affiliation | Chiba University (Chiba Univ.) |
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| Speaker | Author-1 |
| Date Time | 2016-08-24 16:15:00 |
| Presentation Time | 90 minutes |
| Registration for | SP |
| Paper # | SP2016-34 |
| Volume (vol) | vol.116 |
| Number (no) | no.189 |
| Page | pp.37-40 |
| #Pages | 4 |
| Date of Issue | 2016-08-17 (SP) |
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