Title: | Automated Music Composition Using Heart Rate Emotion Data |
Authors: | Huang, Chih-Fang Cai, Yajun 交大名義發表 National Chiao Tung University |
Keywords: | 2D emotion plane;Arousal;Valence;Algorithmic composition;Emotion - music feature mapping |
Issue Date: | 1-Jan-2018 |
Abstract: | This paper proposes an innovated way to compose music automatically according to the input of the heartbeat sensor, to generate music with the correspondent emotion states. The typical 2D emotion plane with arousal and valence (A-V) states are adapted into our system, to determine the generative music features. Algorithmic composition technique including Markov chain is used, with the emotion - music feature mapping method, to compose the desired correspondent music. The result show a pretty good success with various generative music, including sad, happy, joyful, and angry, and the heartbeat values show its good consistency for the correspondent emotion states finally. |
URI: | http://dx.doi.org/10.1007/978-3-319-63856-0_14 http://hdl.handle.net/11536/146187 |
ISSN: | 2190-3018 |
DOI: | 10.1007/978-3-319-63856-0_14 |
Journal: | ADVANCES IN INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, PT I |
Volume: | 81 |
Begin Page: | 115 |
End Page: | 120 |
Appears in Collections: | Conferences Paper |