1 online resource (xi, 244 pages) : illustrations, music
Includes bibliographical references (pages 225-235) and indexes.
Probabilistic foundations and background -- Melody I : the rhythm model -- Melody II : the pitch model -- Melody III : expectation and error detection -- A poly-phonic key-finding model -- Applications of the polyphonic key-finding model -- Bayesian models of other aspects of music -- Style and composition -- Communicative pressure.
Exploring the application of Bayesian probabilistic modeling techniques to musical issues, including the perception of key and meter.
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