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Music and probability
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ISBN: 1429455373 128209680X 9786612096808 0262257076 0262201666 0262515199 9780262257077 9780262201667 0262293978 9781282096806 9780262515191 9781429455374 9780262293976 6612096802 Year: 2007 Publisher: Cambridge (Mass.) : MIT press,

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Abstract

Exploring the application of Bayesian probabilistic modeling techniques to musical issues, including the perception of key and meter.

The cognition of basic musical structures
Authors: ---
ISBN: 0262201348 Year: 2001 Publisher: Cambridge (Massachusetts) MIT Press

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Abstract

In this book, David Temperley addresses a fundamental question about music cognition: how do we extract basic kinds of musical information, such as meter, phrase structure, counterpoint, pitch spelling, harmony, and key from music as we hear it? Taking a computational approach, Temperley develops models for generating these aspects of musical structure. The models he proposes are based on preference rules, which are criteria for evaluating a possible structural analysis of a piece of music. A preference rule system evaluates many possible interpretations and chooses the one that best satisfies the rules. After an introductory chapter, Temperley presents preference rule systems for generating six basic kinds of musical structure: meter, phrase structure, contrapuntal structure, harmony, and key, as well as pitch spelling (the labeling of pitch events with spellings such as A flat or G sharp). He suggests that preference rule systems not only show how musical structures are inferred, but also shed light on other aspects of music. He substantiates this claim with discussions of musical ambiguity, retrospective revision, expectation, and music outside the Western canon (rock and traditional African music). He proposes a framework for the description of musical styles based on preference rule systems and explores the relevance of preference rule systems to higher-level aspects of music, such as musical schemata, narrative and drama, and musical tension [Publisher description].

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