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• W2034270118 startingPage "10034" @default.
• W2034270118 abstract "The brain processes temporal statistics to predict future events and to categorize perceptual objects. These statistics, called expectancies, are found in music perception, and they span a variety of different features and time scales. Specifically, there is evidence that music perception involves strong expectancies regarding the distribution of a melodic interval, namely, the distance between two consecutive notes within the context of another. The recent availability of a large Western music dataset, consisting of the historical record condensed as melodic interval counts, has opened new possibilities for data-driven analysis of musical perception. In this context, we present an analytical approach that, based on cognitive theories of music expectation and machine learning techniques, recovers a set of factors that accurately identifies historical trends and stylistic transitions between the Baroque, Classical, Romantic, and Post-Romantic periods. We also offer a plausible musicological and cognitive interpretation of these factors, allowing us to propose them as data-driven principles of melodic expectation." @default.
• W2034270118 created "2016-06-24" @default.
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• W2034270118 date "2013-05-28" @default.
• W2034270118 modified "2023-09-25" @default.
• W2034270118 title "Perceptual basis of evolving Western musical styles" @default.
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• W2034270118 doi "https://doi.org/10.1073/pnas.1222336110" @default.
• W2034270118 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/3683751" @default.
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