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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society Publishing
2017
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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. |
format | Online Article Text |
id | pubmed-5750023 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | The Royal Society Publishing |
record_format | MEDLINE/PubMed |
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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