Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
IEICE Technical Committee Submission System
Conference Paper's Information		 Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2021-03-04 14:30
Estimation of Attentional Direction using EEG during Simultaneous Presentation of Music from Two Sources
Kana Mizokuchi, Toshihisa Tanaka (TUAT), Takashi G. Sato, Yoshifumi Shiraki (NTT) EA2020-83 SIP2020-114 SP2020-48
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
the attentional direction can be estimated from the difference in entrainment. To show our hypothesis, we run experiments by
presenting two melodies with different tempo 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 cross-correlation function as features could classify the attentional
direction, and three out of 15 participants achieved an accuracy of 90% or higher where music is presented by loudspeaker.
Therefore, it was found that selective attention affects entrainment under the presentation of multiple music, and the attentional
direction can be estimated from the difference in entrainment.
Keyword (in Japanese) (See Japanese page) 
(in English) Music / Selective attention / Electroencephalogram / Entrainment / Support Vector Machine / / /  
Reference Info. IEICE Tech. Rep., vol. 120, no. 398, SIP2020-114, pp. 140-145, March 2021.
Paper # SIP2020-114 
Date of Issue 2021-02-24 (EA, SIP, SP) 
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 EA2020-83 SIP2020-114 SP2020-48

Conference Information
Committee EA US SP SIP IPSJ-SLP  
Conference Date 2021-03-03 - 2021-03-04 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Speech, Engineering/Electro Acoustics, Signal Processing, Ultrasonics, and Related Topics 
Paper Information
Registration To SIP 
Conference Code 2021-03-EA-US-SP-SIP-SLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Estimation of Attentional Direction using EEG during Simultaneous Presentation of Music from Two Sources 
Sub Title (in English)  
Keyword(1) Music  
Keyword(2) Selective attention  
Keyword(3) Electroencephalogram  
Keyword(4) Entrainment  
Keyword(5) Support Vector Machine  
Keyword(6)  
Keyword(7)  
Keyword(8)  
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)
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2021-03-04 14:30:00 
Presentation Time 25 minutes 
Registration for SIP 
Paper # EA2020-83, SIP2020-114, SP2020-48 
Volume (vol) vol.120 
Number (no) no.397(EA), no.398(SIP), no.399(SP) 
Page pp.140-145 
#Pages 6 
Date of Issue 2021-02-24 (EA, SIP, SP) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan