David Temperley Music and Probability

ISBN 13: 9780262515191

Music and Probability

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9780262515191: Music and Probability

Book by Temperley David

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As he did in The Cognition of Basic Musical Structures, Temperley here challenges the frontiers of the definition of music theory and cognition. Choice

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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 -- includes a concise survey of probability theory, with simple examples and a discussion of its application in other domains. Temperley relies most heavily on a Bayesian approach, which not only allows him to model the perception of meter and tonality but also sheds light on such perceptual processes as error detection, expectation, and pitch identification. Bayesian techniques also provide insights into such subtle and advanced issues as musical ambiguity, tension, and "grammaticality," and lead to interesting and novel predictions about compositional practice and differences between musical styles.

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1.

David Temperley
Editorial: MIT Press Ltd, United States (2010)
ISBN 10: 0262515199 ISBN 13: 9780262515191
Nuevos Paperback Cantidad: 1
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The Book Depository
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Descripción MIT Press Ltd, United States, 2010. Paperback. Estado de conservación: New. 226 x 178 mm. Language: English . Brand New Book. 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 -- includes a concise survey of probability theory, with simple examples and a discussion of its application in other domains. Temperley relies most heavily on a Bayesian approach, which not only allows him to model the perception of meter and tonality but also sheds light on such perceptual processes as error detection, expectation, and pitch identification. Bayesian techniques also provide insights into such subtle and advanced issues as musical ambiguity, tension, and grammaticality, and lead to interesting and novel predictions about compositional practice and differences between musical styles. Nº de ref. de la librería AAZ9780262515191

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David Temperley
Editorial: MIT Press Ltd
ISBN 10: 0262515199 ISBN 13: 9780262515191
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Descripción MIT Press Ltd. Paperback. Estado de conservación: new. BRAND NEW, Music and Probability, David Temperley, 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 -- includes a concise survey of probability theory, with simple examples and a discussion of its application in other domains. Temperley relies most heavily on a Bayesian approach, which not only allows him to model the perception of meter and tonality but also sheds light on such perceptual processes as error detection, expectation, and pitch identification. Bayesian techniques also provide insights into such subtle and advanced issues as musical ambiguity, tension, and "grammaticality," and lead to interesting and novel predictions about compositional practice and differences between musical styles. Nº de ref. de la librería B9780262515191

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David Temperley
Editorial: MIT Press Ltd, United States (2010)
ISBN 10: 0262515199 ISBN 13: 9780262515191
Nuevos Paperback Cantidad: 1
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(London, Reino Unido)
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Descripción MIT Press Ltd, United States, 2010. Paperback. Estado de conservación: New. 226 x 178 mm. Language: English . Brand New Book. 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 -- includes a concise survey of probability theory, with simple examples and a discussion of its application in other domains. Temperley relies most heavily on a Bayesian approach, which not only allows him to model the perception of meter and tonality but also sheds light on such perceptual processes as error detection, expectation, and pitch identification. Bayesian techniques also provide insights into such subtle and advanced issues as musical ambiguity, tension, and grammaticality, and lead to interesting and novel predictions about compositional practice and differences between musical styles. Nº de ref. de la librería AAZ9780262515191

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David Temperley
Editorial: MIT Press 2010-08-31, Cambridge, Mass. |London (2010)
ISBN 10: 0262515199 ISBN 13: 9780262515191
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Descripción MIT Press 2010-08-31, Cambridge, Mass. |London, 2010. paperback. Estado de conservación: New. Nº de ref. de la librería 9780262515191

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David Temperley
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Descripción MIT Press, 2010. PAP. Estado de conservación: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Nº de ref. de la librería WM-9780262515191

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Descripción Estado de conservación: New. Depending on your location, this item may ship from the US or UK. Nº de ref. de la librería 97802625151910000000

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Temperley, David
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Descripción MIT Press Ltd, 2010. Estado de conservación: New. 2010. Paperback. Exploring the application of Bayesian probabilistic modeling techniques to musical issues, including the perception of key and meter. Num Pages: 256 pages, 76 illus. BIC Classification: AVA. Category: (P) Professional & Vocational. Dimension: 227 x 181 x 14. Weight in Grams: 484. . . . . . . Nº de ref. de la librería V9780262515191

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David Temperley
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Descripción MIT Press. Estado de conservación: New. Brand New. Nº de ref. de la librería 0262515199

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Temperley, David
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Descripción 2010. PAP. Estado de conservación: New. New Book. Shipped from US within 10 to 14 business days. Established seller since 2000. Nº de ref. de la librería TM-9780262515191

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Temperley, David
Editorial: The MIT Press (2010)
ISBN 10: 0262515199 ISBN 13: 9780262515191
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Descripción The MIT Press, 2010. Paperback. Estado de conservación: New. book. Nº de ref. de la librería 0262515199

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