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...
Main Authors: | Jason Sakellariou, Francesca Tria, Vittorio Loreto, Francois Pachet |
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Format: | Article |
Language: | English |
Published: |
Nature Publishing Group
2017-08-01
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Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-017-08028-4 |
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