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This is a Quantitative Study study.

Structural Regularities of Extant Improvisations Reveal Cognitive Constraints and Motor Associations

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Analysis reveals structural regularities in jazz improvisations, suggesting cognitive constraints and motor associations.

Repeated patterns observed in jazz improvisations indicate cognitive constraints influencing performance.
Analysis of 456 iconic jazz improvisations demonstrates that musical phrases start with simpler sequences, linking to cognitive planning.
Comparative analysis shows stronger links between pitch patterns and motor programs in a single artist-level jazz pianist's improvisations.
Network science models reveal organization of patterns within improvisations, highlighting avenues for future research.

Martin Norgaard (2025) studied this question.

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