Toward an understanding of similarity judgments for music digital library evaluation

J. Stephen Downie, Jin Ha Lee, Anatoliy A. Gruzd, M. Cameron Jones

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper presents an analysis of 7,602 similarity judgments collected for the Symbolic Melodic Similarity (SMS) and Audio Music Similarity and Retrieval (AMS) evaluation tasks in the 2006 Music Information Retrieval Evaluation eXchange (MIREX). We discuss the influence of task definitions, as well as evaluation metrics on user perceptions of music similarity, and provide recommendations for future Music Digital Library/Music Information Retrieval research pertaining to music similarity.

Original languageEnglish (US)
Title of host publicationProceedings of the 7th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2007
Subtitle of host publicationBuilding and Sustaining the Digital Environment
Pages307-308
Number of pages2
DOIs
StatePublished - 2007
Event7th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2007: Building and Sustaining the Digital Environment - Vancouver, BC, Canada
Duration: Jun 18 2007Jun 23 2007

Publication series

NameProceedings of the ACM International Conference on Digital Libraries

Other

Other7th ACM/IEEE Joint Conference on Digital Libraries, JCDL 2007: Building and Sustaining the Digital Environment
Country/TerritoryCanada
CityVancouver, BC
Period6/18/076/23/07

Keywords

  • Evaluation
  • Evalutron 6000
  • MIREX
  • Music digital libraries
  • Music information retrieval
  • Music similarity

ASJC Scopus subject areas

  • Software
  • Information Systems
  • Computer Science Applications
  • Library and Information Sciences

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