| Presentation | 2020-05-29 Toward Estimation of Attentional Direction Using EEG Signals during Simultaneous Presentation of Two Types of Music Kana Mizokuchi, Toshihisa Tanaka, Takashi G. Sato, Yoshifumi Shiraki, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | People can pay selective attention to music or speech from various sounds.It has been reported that when multiple beat sounds or speeches are presented or one piece of music is presented, attention have effect on electroencephalogram (EEG).However, the effect of selective attention on EEG is unclear when people are presented multiple music.In this study, we hypothesized that selective attention under multiple music presentations would enhance entrainment to the attentional music, and that would be observed as a difference in EEG.To show our hypothesis, we run experiments by presenting two melodies from different spatial directions having participants attending to one of them.As a result, the cross-correlation function between the EEG and envelope of the melody was different between different attentional condition.In addition, support vector machine using features extracted by the common spacial pattern could classify the attentional direction, and three out of six participants achieved an accuracy of 100¥%. Therefore, our findings suggest that selective attention affect EEG under the presentation of multiple music. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Music / Selective attention / Electroencephalogram / Entrainment / Support Vector Machine |
| Paper # | SIP2020-9,BioX2020-9,IE2020-9,MI2020-9 |
| Date of Issue | 2020-05-21 (SIP, BioX, IE, MI) |
| Conference Information | |
| Committee | MI / IE / SIP / BioX / ITE-IST / ITE-ME |
|---|---|
| Conference Date | 2020/5/28(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | 会議ツールは未定 |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Image and signal processing/analysis/AI technology, and their application |
| Chair | Yoshiki Kawata(Tokushima Univ.) / Hideaki Kimata(NTT) / Naoyuki Aikawa(TUS) / Akira Otsuka(IISEC) / Shigetoshi Sugawa(Tohoku Univ.) / Arai Hiroyuki(Nippon Institute of Technology) |
| Vice Chair | Takayuki Kitasaka(Aichi Inst. of Tech.) / Hidekata Hontani(Nagoya Inst. of Tech.) / Kazuya Kodama(NII) / Keita Takahashi(Nagoya Univ.) / Kazunori Hayashi(Osaka City Univ) / Yukihiro Bandou(NTT) / Tetsushi Ohki(Shizuoka Univ.) / Takahiro Aoki(Fujitsu Labs.) / Takayuki Hamamoto(Tokyo Univ. of Science) |
| Secretary | Takayuki Kitasaka(Yamaguchi Univ.) / Hidekata Hontani(Univ. of Hyogo) / Kazuya Kodama(NTT) / Keita Takahashi(NHK) / Kazunori Hayashi(Hiroshima Univ.) / Yukihiro Bandou(Hosei Univ.) / Tetsushi Ohki(Univ. of Electro-Comm.) / Takahiro Aoki(SECOM) / Takayuki Hamamoto(Saitama Univ.) / (Panasonic) |
| Assistant | Hotaka Takizawa(Tsukuba Univ.) / Yoshito Otake(NAIST) / Kyohei Unno(KDDI Research) / Norishige Fukushima(Nagoya Inst. of Tech.) / Kenjiro Sugimoto(Waseda Univ.) / Daishi Watabe(Saitama Inst. of Tech.) / Ryota Horie(Shibaura Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Medical Imaging / Technical Committee on Image Engineering / Technical Committee on Signal Processing / Technical Committee on Biometrics / Technical Group on Information Sensing Technologies / Technical Group on Media Engineering |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Toward Estimation of Attentional Direction Using EEG Signals during Simultaneous Presentation of Two Types of Music |
| Sub Title (in English) | |
| Keyword(1) | Music |
| Keyword(2) | Selective attention |
| Keyword(3) | Electroencephalogram |
| Keyword(4) | Entrainment |
| Keyword(5) | Support Vector Machine |
| 1st Author's Name | Kana Mizokuchi |
| 1st Author's Affiliation | Tokyo University of Agriculture and Technology(TUAT) |
| 2nd Author's Name | Toshihisa Tanaka |
| 2nd Author's Affiliation | Tokyo University of Agriculture and Technology(TUAT) |
| 3rd Author's Name | Takashi G. Sato |
| 3rd Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 4th Author's Name | Yoshifumi Shiraki |
| 4th Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| Date | 2020-05-29 |
| Paper # | SIP2020-9,BioX2020-9,IE2020-9,MI2020-9 |
| Volume (vol) | vol.120 |
| Number (no) | SIP-38,BioX-37,IE-39,MI-40 |
| Page | pp.pp.41-46(SIP), pp.41-46(BioX), pp.41-46(IE), pp.41-46(MI), |
| #Pages | 6 |
| Date of Issue | 2020-05-21 (SIP, BioX, IE, MI) |