Towards Transformational Creation of Novel Songs

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http://hdl.handle.net/10138/237937

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Toivanen , J M , Järvisalo , M , Alm , O , Ventura , D , Vainio , M & Toivonen , H 2019 , ' Towards Transformational Creation of Novel Songs ' , Connection Science , vol. 31 , no. 1 , pp. 4-32 . https://doi.org/10.1080/09540091.2018.1443320

Title: Towards Transformational Creation of Novel Songs
Author: Toivanen, Jukka M.; Järvisalo, Matti; Alm, Olli; Ventura, Dan; Vainio, Martti; Toivonen, Hannu
Contributor: University of Helsinki, Department of Computer Science
University of Helsinki, Helsinki Institute for Information Technology
University of Helsinki, Metropolia University of Applied Sciences
University of Helsinki, Phonetics
University of Helsinki, Department of Computer Science
Date: 2019-01-02
Language: eng
Number of pages: 29
Belongs to series: Connection Science
ISSN: 0954-0091
URI: http://hdl.handle.net/10138/237937
Abstract: We study transformational computational creativity in the context of writing songs and describe an implemented system that is able to modify its own goals and operation. With this, we contribute to three aspects of computational creativity and song generation: (1) Application-wise, songs are an interesting and challenging target for creativity, as they require the production of complementary music and lyrics. (2) Technically, we approach the problem of creativity and song generation using constraint programming. We show how constraints can be used declaratively to define a search space of songs so that a standard constraint solver can then be used to generate songs. (3) Conceptually, we describe a concrete architecture for transformational creativity where the creative (song writing) system has some responsibility for setting its own search space and goals. In the proposed architecture, a meta-level control component does this transparently by manipulating the constraints at runtime based on self-reflection of the system. Empirical experiments suggest the system is able to create songs according to its own taste.
Subject: 113 Computer and information sciences
Computational Creativity
Artificial Intelligence
Constraint programming
6131 Theatre, dance, music, other performing arts
Algorithmic Composition
Music Generation
6122 Literature studies
Lyrics generation
Computational creativity
transformational creativity
music
lyrics
constraint programming
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