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Constrained Markov Sequence Generation

Constrained Markov Sequence Generation Applications to Music and Text

1st Edition 2100

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Publisher's Synopsis

This book deals with the problem of generating sequences in the style of a given corpus, in text or music. In particular, the authors study Markov models, which have long been used for capturing basic statistical information about how elements of a given alphabet are put together in representative sequences, formulating them as constraint satisfaction problems (CSPs), a formulation which opens the door to many extensions of basic Markov models through the modularity of constraint satisfaction.

The book will be valuable to practitioners, researchers, and graduate students engaged with algorithmic composition and constraint satisfaction.

Book information

ISBN: 9783319434964
Publisher: Springer Nature Switzerland
Imprint: Springer
Edition: 1st Edition 2100
Language: English
Weight: -1g
Height: 235mm
Width: 155mm