Structures in sound: Analysis of classical music using the information length

Schuyler Nicholson, Eun Jin Kim

Research output: Contribution to journalArticle

15 Citations (Scopus)
132 Downloads (Pure)

Abstract

We show that music is represented by fluctuations away from the minimum path through statistical space. Our key idea is to envision music as the evolution of a non-equilibrium system and to construct probability distribution functions (PDFs) from musical instrument digital interface (MIDI) files of classical compositions. Classical music is then viewed through the lens of generalized position and velocity, based on the Fisher metric. Through these statistical tools we discuss a way to quantitatively discriminate between music and noise.

Original languageEnglish
Article number258
JournalEntropy
Volume18
Issue number7
DOIs
Publication statusPublished - 13 Jul 2016
Externally publishedYes

Keywords

  • Fisher information
  • Information geometry
  • Non-equilibrium

ASJC Scopus subject areas

  • Physics and Astronomy(all)

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