Author:
Wiafe Abigail,Fränti Pasi
Abstract
<abstract>
<p>Affective music composition systems are known to trigger emotions in humans. However, the design of such systems to stimulate users' emotions continues to be a challenge because, studies that aggregate existing literature in the domain to help advance research and knowledge is limited. This study presents a systematic literature review on affective algorithmic composition systems. Eighteen primary studies were selected from IEEE Xplore, ACM Digital Library, SpringerLink, PubMed, ScienceDirect, and Google Scholar databases following a systematic review protocol. The findings revealed that there is a lack of a unique definition that encapsulates the various types of affective algorithmic composition systems. Accordingly, a unique definition is provided. The findings also show that most affective algorithmic composition systems are designed for games to provide background music. The generative composition method was the most used compositional approach. Overall, there was rather a low amount of research in the domain. Possible reasons for these trends are the lack of a common definition for affective music composition systems and also the lack of detailed documentation of the design, implementation and evaluation of the existing systems.</p>
</abstract>
Publisher
American Institute of Mathematical Sciences (AIMS)
Reference39 articles.
1. D. M. Butler, An Historical Investigation and Bibligraphy of Ninetheeth Century Music Psychology Literature, Thesis, 1973.
2. C. Roads, The Computer Music Tutorial, MIT Press, 1996.
3. M. Scirea, P. Eklund, J. Togelius, S. Risi, Can you feel it? Evaluation of affective expression in music generated by MetaCompose, GECCO 2017 - Proc. 2017 Genet. Evol. Comput. Conf., (2017), 211–218. https://doi.org/10.1145/3071178.3071314
4. M. Scirea, J. Togelius, P. Eklund, S. Risi, Towards an experiment on perception of affective music generation using MetaCompose, GECCO 2018 Companion - Proc. 2018 Genet. Evol. Comput. Conf. Companion, (2018), 131–132. https://doi.org/10.1145/3205651.3205745
5. G. R. Marcos, An investigation on the automatic generation of music and its application into video games, 2019 8th Int. Conf. Affect. Comput. Intell. Interact. Work. Demos, ACⅡW 2019, (2019), 21–25. https://doi.org/10.1109/ACIIW.2019.8925275
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