A quantitative comparison of different approaches for melody extraction from polyphonic audio recordings

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  • dc.contributor.author Gómez Gutiérrez, Emilia, 1975-
  • dc.contributor.author Streich, Sebastian
  • dc.contributor.author Ong, Bee Suan
  • dc.contributor.author Paiva, Rui Pedro
  • dc.contributor.author Tappert, Sven
  • dc.contributor.author Batke, Jan-Mark
  • dc.contributor.author Poliner, Graham
  • dc.contributor.author Ellis, Daniel P. W.
  • dc.contributor.author Bello, Juan Pablo
  • dc.date.accessioned 2019-07-02T15:00:16Z
  • dc.date.available 2019-07-02T15:00:16Z
  • dc.date.issued 2006
  • dc.description.abstract This paper provides an overview of current state-of-the-art approaches for melody extraction from polyphonic audio recordings, and it proposes a methodology for the quantitative evaluation of melody extraction algorithms. We first define a general architecture for melody extraction systems and discuss the difficulties of the problem in hand; then, we review different approaches for melody extraction which represent the current state-of-the-art in this area. We propose and discuss a methodology for evaluating the different approaches, and we finally present some results and conclusions of the comparison.
  • dc.description.sponsorship This work was partially funded by the European Commission through the SIMAC project IST-FP6-507142.
  • dc.format.mimetype application/pdf
  • dc.identifier.citation Gómez E, Streich S, Ong B, Paiva RP, Tappert S, Batke JM, Poliner G, Ellis D, Bello JP. A quantitative comparison of different approaches for melody extraction from polyphonic audio recordings. 2006. 31 p.
  • dc.identifier.uri http://hdl.handle.net/10230/41912
  • dc.language.iso eng
  • dc.publisher Universitat Pompeu Fabra
  • dc.relation.projectID info:eu-repo/grantAgreement/EC/FP6/507142
  • dc.rights This work is licenced under the Creative Commons Attribution-NonCommercial-NoDerivs 2.5
  • dc.rights.accessRights info:eu-repo/semantics/openAccess
  • dc.rights.uri https://creativecommons.org/licenses/by-nc-nd/2.5/
  • dc.subject.keyword Melody Extraction
  • dc.subject.keyword Music Information Retrieval
  • dc.subject.keyword Evaluation
  • dc.title A quantitative comparison of different approaches for melody extraction from polyphonic audio recordings
  • dc.type info:eu-repo/semantics/article
  • dc.type.version info:eu-repo/semantics/publishedVersion