T. Eerola
Modelling Emotional Effects of Music: Key Areas of Improvement
Eerola, T.; Bresin, R.
Authors
R. Bresin
Abstract
Modelling emotions perceived in music and induced by music has garnered increased attention during the last five years. The present paper attempts to put together observations of the areas that need attention in order to make progress in the modelling emotional effects of music. These broad areas are divided into theory, data and context, which are reviewed separately. Each area is given an overview in terms of the present state of the art and promising further avenues, and the main limitations are presented. In theory, there are discrepancies in the terminology and justifications for particular emotion models and focus. In data, reliable estimation of high-level musical concepts and data collection and evaluation routines require systematic attention. In context, which is the least developed area of modelling, the primary area of improvement is incorporating musical context (music genres) into the modelling emotions. In a broad sense, better acknowledgement of music consumption and everyday life context, such as the data provided by social media, may offer novel insights into the modelling emotional effects of music.
Citation
Eerola, T., & Bresin, R. (2013). Modelling Emotional Effects of Music: Key Areas of Improvement. In Proceedings of SMC 2013 : 10th Sound and Music Computing Conference, July 30 - August 2, 2013, KTH Royal Institute of Technology, Stockholm, Sweden (269-276)
Conference Name | Proceedings of the Sound and Music Computing Conference 2013 |
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Conference Location | Stockholm, Sweden |
Publication Date | Aug 2, 2013 |
Deposit Date | Sep 5, 2013 |
Publicly Available Date | Oct 17, 2014 |
Pages | 269-276 |
Book Title | Proceedings of SMC 2013 : 10th Sound and Music Computing Conference, July 30 - August 2, 2013, KTH Royal Institute of Technology, Stockholm, Sweden. |
Publisher URL | http://www.logos-verlag.de/cgi-bin/engbuchmid?isbn=3472&lng=eng&id= |
Additional Information | SMC 2013: July 30 - August 2, hosted at KTH Royal Institute of Technology. |
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Copyright Statement
Copyright: © 2013 Tuomas Eerola et al. This is an open-access article distributed under the terms of the Creative Commons Attribution 3.0 Unported License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
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