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Paper Abstract and Keywords
Presentation 2020-05-29 10:30
Toward Estimation of Attentional Direction Using EEG Signals during Simultaneous Presentation of Two Types of Music
Kana Mizokuchi, Toshihisa Tanaka (TUAT), Takashi G. Sato, Yoshifumi Shiraki (NTT)
Abstract (in Japanese) (See Japanese page) 
(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) 
(in English) Music / Selective attention / Electroencephalogram / Entrainment / Support Vector Machine / / /  
Reference Info. ITE Tech. Rep.
Paper #  
Date of Issue  
ISSN Print edition: ISSN 1342-6893  Online edition: ISSN 2424-1970
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Conference Information
Conference Date 2020-05-28 - 2020-05-29 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Image and signal processing/analysis/AI technology, and their application 
Paper Information
Registration To IEICE-SIP 
Conference Code 2020-05-MI-IE-SIP-BioX-IST-ME 
Language Japanese 
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)
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Date Time 2020-05-29 10:30:00 
Presentation Time 20 
Registration for IEICE-SIP 
Paper #  
Volume (vol) ITE-44 
Number (no)  
#Pages ITE- 
Date of Issue  

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