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Multiple scaling behaviour and nonlinear traits in music scores

We present a statistical analysis of music scores from different composers using detrended fluctuation analysis (DFA). We find different fluctuation profiles that correspond to distinct autocorrelation structures of the musical pieces. Further, we reveal evidence for the presence of nonlinear autoco...

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Detalles Bibliográficos
Autores principales: González-Espinoza, Alfredo, Larralde, Hernán, Martínez-Mekler, Gustavo, Müller, Markus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society Publishing 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5750023/
https://www.ncbi.nlm.nih.gov/pubmed/29308256
http://dx.doi.org/10.1098/rsos.171282
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author González-Espinoza, Alfredo
Larralde, Hernán
Martínez-Mekler, Gustavo
Müller, Markus
author_facet González-Espinoza, Alfredo
Larralde, Hernán
Martínez-Mekler, Gustavo
Müller, Markus
author_sort González-Espinoza, Alfredo
collection PubMed
description We present a statistical analysis of music scores from different composers using detrended fluctuation analysis (DFA). We find different fluctuation profiles that correspond to distinct autocorrelation structures of the musical pieces. Further, we reveal evidence for the presence of nonlinear autocorrelations by estimating the DFA of the magnitude series, a result validated by a corresponding study of appropriate surrogate data. The amount and the character of nonlinear correlations vary from one composer to another. Finally, we performed a simple experiment in order to evaluate the pleasantness of the musical surrogate pieces in comparison with the original music and find that nonlinear correlations could play an important role in the aesthetic perception of a musical piece.
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spelling pubmed-57500232018-01-07 Multiple scaling behaviour and nonlinear traits in music scores González-Espinoza, Alfredo Larralde, Hernán Martínez-Mekler, Gustavo Müller, Markus R Soc Open Sci Physics We present a statistical analysis of music scores from different composers using detrended fluctuation analysis (DFA). We find different fluctuation profiles that correspond to distinct autocorrelation structures of the musical pieces. Further, we reveal evidence for the presence of nonlinear autocorrelations by estimating the DFA of the magnitude series, a result validated by a corresponding study of appropriate surrogate data. The amount and the character of nonlinear correlations vary from one composer to another. Finally, we performed a simple experiment in order to evaluate the pleasantness of the musical surrogate pieces in comparison with the original music and find that nonlinear correlations could play an important role in the aesthetic perception of a musical piece. The Royal Society Publishing 2017-12-13 /pmc/articles/PMC5750023/ /pubmed/29308256 http://dx.doi.org/10.1098/rsos.171282 Text en © 2017 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Physics
González-Espinoza, Alfredo
Larralde, Hernán
Martínez-Mekler, Gustavo
Müller, Markus
Multiple scaling behaviour and nonlinear traits in music scores
title Multiple scaling behaviour and nonlinear traits in music scores
title_full Multiple scaling behaviour and nonlinear traits in music scores
title_fullStr Multiple scaling behaviour and nonlinear traits in music scores
title_full_unstemmed Multiple scaling behaviour and nonlinear traits in music scores
title_short Multiple scaling behaviour and nonlinear traits in music scores
title_sort multiple scaling behaviour and nonlinear traits in music scores
topic Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5750023/
https://www.ncbi.nlm.nih.gov/pubmed/29308256
http://dx.doi.org/10.1098/rsos.171282
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