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Changing musical emotion : a computational rule system for modifying score and performance

Livingstone, Steven R., Muhlberger, Ralf, Brown, Andrew R., & Thompson, William F. (2010) Changing musical emotion : a computational rule system for modifying score and performance. Computer Music Journal, 34(1), pp. 41-64.

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Abstract

When communicating emotion in music, composers and performers encode their expressive intentions through the control of basic musical features such as: pitch, loudness, timbre, mode, and articulation. The extent to which emotion can be controlled through the systematic manipulation of these features has not been fully examined. In this paper we present CMERS, a Computational Music Emotion Rule System for the control of perceived musical emotion that modifies features at the levels of score and performance in real-time. CMERS performance was evaluated in two rounds of perceptual testing. In experiment I, 20 participants continuously rated the perceived emotion of 15 music samples generated by CMERS. Three music works, each with five emotional variations were used (normal, happy, sad, angry, and tender). The intended emotion by CMERS was correctly identified 78% of the time, with significant shifts in valence and arousal also recorded, regardless of the works’ original emotion.

Impact and interest:

14 citations in Scopus
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9 citations in Web of Science®

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ID Code: 31295
Item Type: Journal Article
Keywords: music perception, emotion, generative music
DOI: 10.1162/comj.2010.34.1.41
ISSN: 0148-9267
Subjects: Australian and New Zealand Standard Research Classification > STUDIES IN CREATIVE ARTS AND WRITING (190000) > PERFORMING ARTS AND CREATIVE WRITING (190400)
Divisions: Current > Research Centres > Australasian CRC for Interaction Design (ACID)
Current > QUT Faculties and Divisions > Creative Industries Faculty
Current > Schools > Music & Sound
Deposited On: 15 Mar 2010 12:51
Last Modified: 01 Mar 2012 00:21

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