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Paper Abstract and Keywords
Presentation 2022-12-21 10:00
On the relationship between lyricist-artist entropy and lyricist classification difficulty
Mitsuki Morita, Masato Kikuchi, Tadachika Ozono (NITech) AI2022-33
Abstract (in Japanese) (See Japanese page) 
(in English) Determining a lyricist of a lyric is a more difficult task than an author of a novel. A lyric may contain a mixture of inseparable characteristics of a lyricist, a singer, and topics because some lyricists write songs for singers considering topics. We aim to realize a method to understand and extract the characteristics of lyricists from lyrics. If the characteristics of lyricists are prominent, lyrics can be easily classifiable by lyricists. We investigated whether the lyrist-singer entropy affects classification performance. This investigation suggests how lyricists optimize songwriting for singers. This paper describes our experiments and results.
Keyword (in Japanese) (See Japanese page) 
(in English) lyricist classification / lyricist-artist entropy / lyric analysis / BERT / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 322, AI2022-33, pp. 1-6, Dec. 2022.
Paper # AI2022-33 
Date of Issue 2022-12-14 (AI) 
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 AI2022-33

Conference Information
Committee AI  
Conference Date 2022-12-21 - 2022-12-21 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To AI 
Conference Code 2022-12-AI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) On the relationship between lyricist-artist entropy and lyricist classification difficulty 
Sub Title (in English)  
Keyword(1) lyricist classification  
Keyword(2) lyricist-artist entropy  
Keyword(3) lyric analysis  
Keyword(4) BERT  
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1st Author's Name Mitsuki Morita  
1st Author's Affiliation Nagoya Institute of Technology (NITech)
2nd Author's Name Masato Kikuchi  
2nd Author's Affiliation Nagoya Institute of Technology (NITech)
3rd Author's Name Tadachika Ozono  
3rd Author's Affiliation Nagoya Institute of Technology (NITech)
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Speaker Author-1 
Date Time 2022-12-21 10:00:00 
Presentation Time 20 minutes 
Registration for AI 
Paper # AI2022-33 
Volume (vol) vol.122 
Number (no) no.322 
Page pp.1-6 
#Pages 6 
Date of Issue 2022-12-14 (AI) 

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