Maximum entropy models capture melodic styles

Abstract We introduce a Maximum Entropy model able to capture the statistics of melodies in music. The model can be used to generate new melodies that emulate the style of a given musical corpus. Instead of using the n–body interactions of (n−1)–order Markov models, traditionally used in automatic m...

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Bibliographic Details
Main Authors: Jason Sakellariou, Francesca Tria, Vittorio Loreto, Francois Pachet
Format: article
Language:EN
Published: Nature Portfolio 2017
Subjects:
R
Q
Online Access:https://doaj.org/article/33531b39a72f401f90ac055edba3da06
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