| Presentation | 2020-05-14 Music generation and emotion estimation from EEG for inducing affective states Kana Miyamoto, Hiroki Tanaka, Satoshi Nakamura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Electroencephalogram / Emotion induction / Music generation / Brain Computer Interface / Human Computer Interaction |
| Paper # | HCS2020-9,HIP2020-9 |
| Date of Issue | 2020-05-07 (HCS, HIP) |
| Conference Information | |
| Committee | HIP / HCS / HI-SIGCE |
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| Conference Date | 2020/5/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Communication Enhancing, Human Communications, and Human Information Processing |
| Chair | Miyuki Kamachi(Kogakuin Univ.) / Masafumi Matsuda(NTT) |
| Vice Chair | Shuichi Sakamoto(Tohoku Univ.) / Yuji Wada(Ritsumeikan Univ.) / Tomoo Inoue(Univ. of Tsukuba) / Yugo Hayashi(Ritsumeikan Univ.) |
| Secretary | Shuichi Sakamoto(NICT) / Yuji Wada(NTT) / Tomoo Inoue(Nagoya Univ.) / Yugo Hayashi(Kanazawa Inst. of Tech.) / (Osaka Electro-Comm. Univ.) |
| Assistant | Atsushi Wada(NICT) / Hidetoshi Kanaya(Ritsumeikan Univ.) / Yuki Yamada(Kyushu Univ.) / Tomoko Kanda(Osaka Inst. of Tech.) / Kazuki Takashima(Tohoku Univ.) / Ken Fujiwara(Osaka Univ. of Economic) / Kazunori Terada(Gifu Univ.) / Atsushi Kimura(Nihon Univ.) / HUANG HUNGHSUAN(Riken) |
| Paper Information | |
| Registration To | Technical Committee on Human Information Processing / Technical Committee on Human Communication Science / Special Interest Group on Communication Enhancement |
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| Language | JPN |
| 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 |
| 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) |
| Date | 2020-05-14 |
| Paper # | HCS2020-9,HIP2020-9 |
| Volume (vol) | vol.120 |
| Number (no) | HCS-16,HIP-17 |
| Page | pp.pp.41-45(HCS), pp.41-45(HIP), |
| #Pages | 5 |
| Date of Issue | 2020-05-07 (HCS, HIP) |