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Music and Probability Author: David Temperley

ISBN: 9780262515191 Format: Paperback Number Of Pages: 256 Published: 15 September 2010 Country of Publication: US Dimensions (cm): 23.5 x 18.42 x 1.91 Description: In "Music and Probability," David Temperley explores issues in music perception and cognition from a probabilistic perspective. The application of probabilistic ideas to music has been pursued only sporadically over the past four decades, but the time is ripe, Temperley argues, for a reconsideration of how probabilities shape music perception and even music itself. Recent advances in the application of probability theory to other domains of cognitive modeling, coupled with new evidence and theoretical insights about the working of the musical mind, have laid the groundwork for more fruitful investigations. Temperley proposes computational models for two basic cognitive processes, the perception of key and the perception of meter, using techniques of Bayesian probabilistic modeling. Drawing on his own research and surveying recent work by others, Temperley explores a range of further issues in music and probability, including transcription, phrase perception, pattern perception, harmony, improvisation, and musical styles. "Music and Probability"--the first full-length book to explore the application of probabilistic techniques to musical issues--i...

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