Bridging the Music Semantic Gap

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  • dc.contributor.author Celma Herrada, Òscarca
  • dc.contributor.author Herrera Boyer, Perfecto, 1964-ca
  • dc.contributor.author Serra, Xavierca
  • dc.date.accessioned 2018-04-05T07:54:31Z
  • dc.date.available 2018-04-05T07:54:31Z
  • dc.date.issued 2006
  • dc.description.abstract In this paper we present the music information plane and the dfferent levels of information extraction that exist in the musical domain. Based on this approach we propose a way to overcome the existing semantic gap in the music field. Our approximation is twofold: we propose a set of music descriptors that can automatically be extracted from the audio signals, and a top-down approach that adds explicit and formal semantics to these annotations. These music descriptors are generated in two ways: as derivations and combinations of lower-level descriptors and as generalizations induced from manually annotated databases by the intensive application of machine learning. We belive that merging both approaches (bottom-up and top-down) can overcome the existing semantic gap in the musical domain.
  • dc.description.sponsorship The reported research has been funded by the EU-FP6-IST-507142 project SIMAC (Semantic Interaction with Music Audio Contents).
  • dc.format.mimetype application/pdf
  • dc.identifier.citation Celma Ò, Herrera P, Serra X. Bridging the music semantic gap. In: Bouquet P, Brunelli R, Chanod JP, Niederée C, Stoermer H, editors. In: Proceedings of the Workshop on Mastering the Gap, From Information Extraction to Semantic Representation, held in conjunction with the European Semantic Web Conference; 2006 Jun 11-14; Budva, Montenegro. [Aachen]: CEUR Workshop Proceedings; 2006. 12 p.
  • dc.identifier.issn 1613-0073
  • dc.identifier.uri http://hdl.handle.net/10230/34294
  • dc.language.iso eng
  • dc.publisher CEUR Workshop Proceedingsca
  • dc.relation.ispartof Proceedings of the Workshop on Mastering the Gap, From Information Extraction to Semantic Representation, held in conjunction with the European Semantic Web Conference; 2006 Jun 11-14; Budva, Montenegro. [Aachen]: CEUR Workshop Proceedings; 2006.
  • dc.relation.projectID info:eu-repo/grantAgreement/EC/FP6/507142
  • dc.rights © 2006 the authors
  • dc.rights.accessRights info:eu-repo/semantics/openAccess
  • dc.rights.uri https://creativecommons.org/licenses/by/3.0/es/
  • dc.title Bridging the Music Semantic Gapca
  • dc.type info:eu-repo/semantics/conferenceObject
  • dc.type.version info:eu-repo/semantics/publishedVersion

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