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Paper Abstract and Keywords
Presentation 2018-01-29 16:35
[Invited Talk] Machine Musicianship: When AI meets with music
Kyogu Lee (Seoul National Univ.) EMM2017-71
Abstract (in Japanese) (See Japanese page) 
(in English) With the rapid and recent development in the filed of artificial intelligence research, a number of new and interesting applications are emerging on a daily basis, and music is not an exception. In this talk, I will describe how the two main instruments - i.e., signal processing and machine learning - are used for many intriguing music/speech applications. In particular, I will present recent findings on the use of generative adversarial networks (GANs) for music, including music source separation, music transcription, and so on.
Keyword (in Japanese) (See Japanese page) 
(in English) signal processing / machine learning / generative adversarial networks / music source separation / music transcription / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 425, EMM2017-71, pp. 31-31, Jan. 2018.
Paper # EMM2017-71 
Date of Issue 2018-01-22 (EMM) 
ISSN Print edition: ISSN 0913-5685    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)
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Conference Information
Committee EMM  
Conference Date 2018-01-29 - 2018-01-30 
Place (in Japanese) (See Japanese page) 
Place (in English) Tohoku Univ. (Aobayama Campus) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Sense of Presence, Universal Media, Digital Entertainment, etc. 
Paper Information
Registration To EMM 
Conference Code 2018-01-EMM 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Machine Musicianship: When AI meets with music 
Sub Title (in English)  
Keyword(1) signal processing  
Keyword(2) machine learning  
Keyword(3) generative adversarial networks  
Keyword(4) music source separation  
Keyword(5) music transcription  
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1st Author's Name Kyogu Lee  
1st Author's Affiliation Seoul National University (Seoul National Univ.)
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Speaker Author-1 
Date Time 2018-01-29 16:35:00 
Presentation Time 60 minutes 
Registration for EMM 
Paper # EMM2017-71 
Volume (vol) vol.117 
Number (no) no.425 
Page p.31 
#Pages
Date of Issue 2018-01-22 (EMM) 


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