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Paper Abstract and Keywords
Presentation 2020-03-03 09:00
[Poster Presentation] EEG-Based Estimation of Attentional Direction while Simultaneously Listening to Music and Speech
Ryosuke Matsui, Toshihisa Tanaka (TUAT) EA2019-155 SIP2019-157 SP2019-104
Abstract (in Japanese) (See Japanese page) 
(in English) We can selectively focus our auditory attention to a particular speech or music.The function is called selective attention.It is known that the brain response related to the attentional direction occurred to electroencephalogram (EEG) while different speeches are presented at the same time.We hypothesized that the attentional direction can be estimated from EEG while simultaneously listening to music and speech.During the experiment, music and speech were presented simultaneously and participants were instructed to attend to either music or speech.As a result of the cross-correlation function between EEG and the envelope of the auditory stimulus, distinct negative and positive peaks were found and the entrainment to the attended speech occured stronger in the left temporal region near Wernicke's area.By classification of attentional direction using common spatial pattern (CSP), ten out of the seventeen participants achieved an accuracy of over 99%.This result shows that the attentional direction can be estimated from EEG using CSP.Using peak values of cross-correlation function or reconstructed sound from EEG, the attentional direction were well estimated for three out of the seventeen participants.
Keyword (in Japanese) (See Japanese page) 
(in English) Music / Speech / Selective Attention / Entrainment / electroencephalogram (EEG) / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 440, SIP2019-157, pp. 313-318, March 2020.
Paper # SIP2019-157 
Date of Issue 2020-02-24 (EA, SIP, SP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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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 EA2019-155 SIP2019-157 SP2019-104

Conference Information
Committee SP EA SIP  
Conference Date 2020-03-02 - 2020-03-03 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Industry Support Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SIP 
Conference Code 2020-03-SP-EA-SIP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) EEG-Based Estimation of Attentional Direction while Simultaneously Listening to Music and Speech 
Sub Title (in English)  
Keyword(1) Music  
Keyword(2) Speech  
Keyword(3) Selective Attention  
Keyword(4) Entrainment  
Keyword(5) electroencephalogram (EEG)  
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1st Author's Name Ryosuke Matsui  
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)
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Speaker
Date Time 2020-03-03 09:00:00 
Presentation Time 90 
Registration for SIP 
Paper # IEICE-EA2019-155,IEICE-SIP2019-157,IEICE-SP2019-104 
Volume (vol) IEICE-119 
Number (no) no.439(EA), no.440(SIP), no.441(SP) 
Page pp.313-318 
#Pages IEICE-6 
Date of Issue IEICE-EA-2020-02-24,IEICE-SIP-2020-02-24,IEICE-SP-2020-02-24 


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