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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, Dan
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.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.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.language.iso eng
dc.rights This work is licenced under the Creative Commons Attribution-NonCommercial-NoDerivs 2.5
dc.rights.uri https://creativecommons.org/licenses/by-nc-nd/2.5/
dc.title A quantitative comparison of different approaches for melody extraction from polyphonic audio recordings
dc.type info:eu-repo/semantics/article
dc.subject.keyword Melody Extraction
dc.subject.keyword Music Information Retrieval
dc.subject.keyword Evaluation
dc.relation.projectID info:eu-repo/grantAgreement/EC/FP6/507142
dc.rights.accessRights info:eu-repo/semantics/openAccess
dc.type.version info:eu-repo/semantics/publishedVersion


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