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Paper Abstract and Keywords
Presentation 2021-06-19 13:00
Verifying the Method to Generate Stage Data for Rhythm Game Using Machine Learning
Atsuhito Udo, Naofumi Aoki, Yoshinori Dobashi (Hokkaido Univ.) SP2021-10
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, the video game development industry has exhibited significant growth, which resulted in more intense competition. Thus, it is important to shorten the time to develop one game.

It is creating 'stages,' a set of data annotating what the person who plays the game must do, that takes a significant amount of time to create. This is especially the case for creating stages for a genre of games called 'rhythm games' in which the player performs actions based on background music, since creating stages for such video games requires a deep understanding of musical grammar.

Some studies focus on the past human-made stages and on the feature of the music and utilize machine learning methods to automate the process. In this study, we reproduce the method used to verify its effectiveness and propose a method to improve the conventional method.
Keyword (in Japanese) (See Japanese page) 
(in English) MIR / Machine Learning / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 121, no. 66, SP2021-10, pp. 42-45, June 2021.
Paper # SP2021-10 
Date of Issue 2021-06-11 (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 SP2021-10

Conference Information
Committee SP IPSJ-SLP IPSJ-MUS  
Conference Date 2021-06-18 - 2021-06-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) OTOGAKU Symposium 2021 
Paper Information
Registration To SP 
Conference Code 2021-06-SP-SLP-MUS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Verifying the Method to Generate Stage Data for Rhythm Game Using Machine Learning 
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Keyword(1) MIR  
Keyword(2) Machine Learning  
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1st Author's Name Atsuhito Udo  
1st Author's Affiliation Hokkaido University (Hokkaido Univ.)
2nd Author's Name Naofumi Aoki  
2nd Author's Affiliation Hokkaido University (Hokkaido Univ.)
3rd Author's Name Yoshinori Dobashi  
3rd Author's Affiliation Hokkaido University (Hokkaido Univ.)
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Speaker Author-1 
Date Time 2021-06-19 13:00:00 
Presentation Time 120 minutes 
Registration for SP 
Paper # SP2021-10 
Volume (vol) vol.121 
Number (no) no.66 
Page pp.42-45 
#Pages 4 
Date of Issue 2021-06-11 (SP) 

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