リズムアクションゲームにおけるキー音の自動推定

福永 大輝; 大淵 康成

doi:10.11371/wiieej.17.04.0_172

Reports of the 285th Technical Conference of the Institute of Image Electronics Engineers of Japan

Session ID : 17-04-050

DOI https://doi.org/10.11371/wiieej.17.04.0_172

Conference information

Host: The Institute of Image Electronics Engineers of Japan

Co-host: The Institute of Image Information and Television Engineers, The Society for Art & Science, The Computer Graphic Arts Society(CG-ARTS)

Name : Reports of the 285th Technical Conference of the Institute of Image Electronics Engineers of Japan

Number : 285

Location : [in Japanese]

Date : March 16, 2018 -

Automatic Estimation of Key-sound in Rhythm Action Games

*Daiki FUKUNAGA, Yasunari OBUCHI

Author information

Keywords: Music, Acoustic information, Machine Leaning, Rhythm Action Games, Key-sound

CONFERENCE PROCEEDINGS RESTRICTED ACCESS

Details

Abstract

In this paper, we introduced automatic estimation of so-called key-sounds aiming at automatic generation of the game data in the games classified as “Rhythm Action Games”. A key sound is the sound object extracted from the music and played according to the player's action. We performed machine learning experiments to classify the sound object into key-sound and other using acoustic and time series features, and obtained the accuracy higher than 90% in some situations.

Corresponding author

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