ArticleFrontiers in computational neuroscience2018
Why Do Durations in Musical Rhythms Conform to Small Integer Ratios?
Article in Frontiers in computational neuroscience, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Female Budgerigars Attend Equally to Rhythmic Beat or Repetition, While Humans Prioritize Their Combination.Annals of the New York Academy of Sciences · 2026Article
- Hidden assumptions of integer ratio analyses in bioacoustics and music.Annals of the New York Academy of Sciences · 2025Article
- The dynamics of musical participation.Musicae scientiae : the journal of the European Society for the Cognitive Sciences of Music · 2022Article
- Modeling enculturated bias in entrainment to rhythmic patterns.PLoS computational biology · 2022Article
- Cross-frequency coupling explains the preference for simple ratios in rhythmic behaviour and the relative stability across non-synchronous patterns.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2021Article
- Rhythm in speech and animal vocalizations: a cross-species perspective.Annals of the New York Academy of Sciences · 2019Review
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4 authors.
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Abstract
One curious aspect of human timing is the organization of rhythmic patterns in small integer ratios. Behavioral and neural research has shown that adjacent time intervals in rhythms tend to be perceived and reproduced as approximate fractions of small numbers (e.g., 3/2). Recent work on iterated learning and reproduction further supports this: given a randomly timed drum pattern to reproduce, participants subconsciously transform it toward small integer ratios. The mechanisms accounting for this "attractor" phenomenon are little understood, but might be explained by combining two theoretical frameworks from psychophysics. The scalar expectancy theory describes time interval perception and reproduction in terms of Weber's law: just detectable durational differences equal a constant fraction of the reference duration. The notion of categorical perception emphasizes the tendency to perceive time intervals in categories, i.e., "short" vs. "long." In this piece, we put forward the hypothesis that the integer-ratio bias in rhythm perception and production might arise from the interaction of the scalar property of timing with the categorical perception of time intervals, and that neurally it can plausibly be related to oscillatory activity. We support our integrative approach with mathematical derivations to formalize assumptions and provide testable predictions. We present equations to calculate durational ratios by: (i) parameterizing the relationship between durational categories, (ii) assuming a scalar timing constant, and (iii) specifying one (of K) category of ratios. Our derivations provide the basis for future computational, behavioral, and neurophysiological work to test our model.
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