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| Presentation | 2020-05-14 15:50 Music generation and emotion estimation from EEG for inducing affective states Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura (NAIST)  HCS2020-9 HIP2020-9 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We propose a music generation feedback system that compares the user's emotion estimated by EEG with the desired emotion. First, we introduced and evaluated a music generator used for emotion induction. The 108 cloud workers evaluated emotion felt by listening to the music generated by the music generator. We recorded EEG and emotion while listening to music and estimated emotion using linear regression models and ensemble regression models. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Electroencephalogram / Emotion induction / Music generation / Brain Computer Interface / Human Computer Interaction / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 120, no. 17, HIP2020-9, pp. 41-45, May 2020. | |
| Paper # | HIP2020-9 | |
| Date of Issue | 2020-05-07 (HCS, HIP) | |
| 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 | HCS2020-9 HIP2020-9 |
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| Conference Information | |
| Committee | HIP HCS HI-SIGCOASTER |
| Conference Date | 2020-05-14 - 2020-05-15 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Communication Enhancing, Human Communications, and Human Information Processing |
| Paper Information | |
| Registration To | HIP |
| Conference Code | 2020-05-HIP-HCS-SIGCE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Music generation and emotion estimation from EEG for inducing affective states |
| Sub Title (in English) | |
| Keyword(1) | Electroencephalogram |
| Keyword(2) | Emotion induction |
| Keyword(3) | Music generation |
| Keyword(4) | Brain Computer Interface |
| Keyword(5) | Human Computer Interaction |
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| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Kana Miyamoto |
| 1st Author's Affiliation | Nara Institute of Science and Technology (NAIST) |
| 2nd Author's Name | Hiroki Tanaka |
| 2nd Author's Affiliation | Nara Institute of Science and Technology (NAIST) |
| 3rd Author's Name | Satoshi Nakamura |
| 3rd Author's Affiliation | Nara Institute of Science and Technology (NAIST) |
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| Speaker | Author-1 |
| Date Time | 2020-05-14 15:50:00 |
| Presentation Time | 20 minutes |
| Registration for | HIP |
| Paper # | HCS2020-9, HIP2020-9 |
| Volume (vol) | vol.120 |
| Number (no) | no.16(HCS), no.17(HIP) |
| Page | pp.41-45 |
| #Pages | 5 |
| Date of Issue | 2020-05-07 (HCS, HIP) |
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