A prototype based resonance model of rhythm categorization

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Abstract

Categorization of rhythmic patterns is prevalent in musical practice, an example of this being the transcription of (possibly not strictly metrical) music into musical notation. In this article we implement a dynamical systems’ model of rhythm categorization based on the resonance theory of rhythm perception developed by Large (2010). This model is used to simulate the categorical choices of participants in two experiments of Desain and Honing (2003). The model accurately replicates the experimental data. Our results support resonance theory as a viable model of rhythm perception and show that by viewing rhythm perception as a dynamical system it is possible to model central properties of rhythm categorization.

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Research areas and keywords

Subject classification (UKÄ) – MANDATORY

  • Computer Vision and Robotics (Autonomous Systems)
  • General Language Studies and Linguistics
  • Learning

Keywords

  • categorical perception, rhythm perception, computational modeling, music perception, dynamical systems, resonance theory
Original languageEnglish
Pages (from-to)548-558
Journali-Perception
Volume5
Issue number6
Publication statusPublished - 2014
Publication categoryResearch
Peer-reviewedYes

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