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Maximum entropy models capture melodic styles

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 music gene...

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Detalles Bibliográficos
Autores principales: Sakellariou, Jason, Tria, Francesca, Loreto, Vittorio, Pachet, Francois
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5569059/
https://www.ncbi.nlm.nih.gov/pubmed/28835642
http://dx.doi.org/10.1038/s41598-017-08028-4