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Universal patterns in sound amplitudes of songs and music genres.
Mendes, R S; Ribeiro, H V; Freire, F C M; Tateishi, A A; Lenzi, E K.
Affiliation
  • Mendes RS; Departamento de Física, Universidade Estadual de Maringá, Av. Colombo 5790, 87020-900, Maringá, Paraná, Brazil.
Phys Rev E Stat Nonlin Soft Matter Phys ; 83(1 Pt 2): 017101, 2011 Jan.
Article in En | MEDLINE | ID: mdl-21405792
We report a statistical analysis of more than eight thousand songs. Specifically, we investigated the probability distribution of the normalized sound amplitudes. Our findings suggest a universal form of distribution that agrees well with a one-parameter stretched Gaussian. We also argue that this parameter can give information on music complexity, and consequently it helps classify songs as well as music genres. Additionally, we present statistical evidence that correlation aspects of the songs are directly related to the non-Gaussian nature of their sound amplitude distributions.
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Collection: 01-internacional Database: MEDLINE Language: En Journal: Phys Rev E Stat Nonlin Soft Matter Phys Journal subject: BIOFISICA / FISIOLOGIA Year: 2011 Document type: Article Affiliation country: Brazil Country of publication: United States
Search on Google
Collection: 01-internacional Database: MEDLINE Language: En Journal: Phys Rev E Stat Nonlin Soft Matter Phys Journal subject: BIOFISICA / FISIOLOGIA Year: 2011 Document type: Article Affiliation country: Brazil Country of publication: United States