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Multiclass Pitch Accent Classification for Assisting Manual Prosodic Labeling

dc.contributor.authorEscudero-Mancebo, D.
dc.contributor.authorVizcaíno-Ortega, F
dc.contributor.authorGonzález-Ferreras, C.
dc.contributor.authorVivaracho-Pascual, C.
dc.contributor.authorCabrera-Abreu, M.
dc.contributor.authorEstebas Vilaplana, Eva
dc.contributor.authorCardeñoso-Payo, V.
dc.contributor.funderMinisterio de Ciencia e Innovación de España
dc.coverage.spatialMadrid
dc.coverage.temporal2012-11-21
dc.date.accessioned2026-03-11T18:35:27Z
dc.date.available2026-03-11T18:35:27Z
dc.date.issued2012-11-21
dc.description.abstractIn this paper, we present an experiment on computer assisted prosodic labeling in which a labeler team validates or corrects ToBI pitch accents automatically predicted by a classifier. The innovative aspect of this automatic system is that it is not a deterministic prediction model, it o ers the human transcriber more than one label per word (multiclass classification) and it is the transcriber who must decide on their appropriateness. The results make it evident that the procedure is indeed e ective, since it not only reduces manual transcription time, but also improves global inter-transcriber consistency.en
dc.description.provenanceSubmitted by Ángeles Royuela García (aroyuela@pas.uned.es) on 2026-03-11T18:34:31Z workflow start=Step: editstep - action:claimaction No. of bitstreams: 1 Multiclass Pitch Accent Classification for Assisting Manual Prosodic Labeling.pdf: 739668 bytes, checksum: 189f6f9794fff9728390244b7f1e369b (MD5)en
dc.description.provenanceStep: editstep - action:editaction Approved for entry into archive by Ángeles Royuela García(aroyuela@pas.uned.es) on 2026-03-11T18:35:27Z (GMT)en
dc.description.provenanceMade available in DSpace on 2026-03-11T18:35:27Z (GMT). No. of bitstreams: 1 Multiclass Pitch Accent Classification for Assisting Manual Prosodic Labeling.pdf: 739668 bytes, checksum: 189f6f9794fff9728390244b7f1e369b (MD5) Previous issue date: 2012-11-21en
dc.description.sponsorshipThis work has been partially supported by Ministerio de Ciencia e Innovacion, Spanish Government (Glissando projects FFI2008-04982-C03-02 andFFI2011-29559-C0201,2) and by Consejer´ıa de Educaci´on de la Junta de Castilla yLe´ VA322A11-2)
dc.description.versionversión publicada
dc.identifier.citationEscudero-Mancebo, D. Vizcaíno-Ortega, F., González-Ferreras, C., Vivaracho-Pascual, C., Cabrera-Abreu, M., Estebas-Vilaplana, E. & Cardeñoso-Payo, V. (2012). “Multiclass Pitch Accent Classification for Assisting Manual Prosodic Labeling”. Proceedings of IberSPEECH 2012. VII Jornadas en Tecnología del Habla and III Iberian SLTech Workshop. Madrid. pp. 73-82.
dc.identifier.urihttps://hdl.handle.net/20.500.14468/32093
dc.language.isoen
dc.relation.centerFacultad de Filología
dc.relation.congressVII Jornadas en Tecnología del Habla and III Iberian SLTech Workshop
dc.relation.departmentFilologías Extranjeras y sus Lingüísticas
dc.relation.projectidinfo:eu-repo/grantAgreement/MICINN//FFI2011-29559-C02-02
dc.rightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/deed.es
dc.subject57 Lingüística
dc.subject5505.10 Filología
dc.subject.keywordsComputer Assisted Prosodic Labelingen
dc.subject.keywordsToBI Labelingen
dc.subject.keywordsAutomatic Prosodic Labelingen
dc.titleMulticlass Pitch Accent Classification for Assisting Manual Prosodic Labelingen
dc.typeactas de congresoes
dc.typeconference proceedingsen
dspace.entity.typePublication
relation.isAuthorOfPublicatione3dac3fc-0be3-4639-bebf-75ef3d4de757
relation.isAuthorOfPublication.latestForDiscoverye3dac3fc-0be3-4639-bebf-75ef3d4de757
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