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http://hdl.handle.net/10071/16183
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acessibilidade
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dc.contributor.authorSolera-Ureña, R.-
dc.contributor.authorMoniz, H.-
dc.contributor.authorBatista, F.-
dc.contributor.authorAstudillo, R. F.-
dc.contributor.authorCampos, J.-
dc.contributor.authorPaiva, A.-
dc.contributor.authorTrancoso, I.-
dc.date.accessioned2018-06-20T14:10:02Z-
dc.date.available2018-06-20T14:10:02Z-
dc.date.issued2016-
dc.identifier.isbn978-3-319-49168-4-
dc.identifier.issn0302-9743-
dc.identifier.urihttps://ciencia.iscte-iul.pt/id/ci-pub-30892-
dc.identifier.urihttp://hdl.handle.net/10071/16183-
dc.description.abstractThis paper investigates the use of heterogeneous speech corpora for automatic assessment of personality traits in terms of the Big-Five OCEAN dimensions. The motivation for this work is twofold: the need to develop methods to overcome the lack of children’s speech corpora, particularly severe when targeting personality traits, and the interest on cross-age comparisons of acoustic-prosodic features to build robust paralinguistic detectors. For this purpose, we devise an experimental setup with age mismatch utilizing the Interspeech 2012 Personality Sub-challenge, containing adult speech, as training data. As test data, we use a corpus of children’s European Portuguese speech. We investigate various features sets such as the Sub-challenge baseline features, the recently introduced eGeMAPS features and our own knowledge-based features. The preliminary results bring insights into cross-age and -language detection of personality traits in spontaneous speech, pointing out to a stable set of acoustic-prosodic features for Extraversion and Agreeableness in both adult and child speech.por
dc.language.isoengpor
dc.publisherSpringerpor
dc.relationinfo:eu-repo/grantAgreement/FCT/5876/147282/PTpor
dc.relation653587por
dc.relationinfo:eu-repo/grantAgreement/FCT/5665-PICT/135829/PTpor
dc.relationinfo:eu-repo/grantAgreement/FCT/SFRH/SFRH%2FBPD%2F95849%2F2013/PTpor
dc.rightsopenAccesspor
dc.subjectComputational paralinguisticspor
dc.subjectAutomatic personality assessmentpor
dc.subjectOCEANpor
dc.subjectCross-lingualpor
dc.subjectCross-agepor
dc.titleAcoustic-prosodic automatic personality trait assessment for adults and childrenpor
dc.typeconferenceObjectpor
dc.pagination192-201en_US
dc.peerreviewedyespor
dc.journalAdvances in Speech and Language Technologies for Iberian Languages. IberSPEECH 2016. Lecture Notes in Computer Scienceen_US
dc.volume10077en_US
degois.publication.firstPage192por
degois.publication.lastPage201por
degois.publication.titleAdvances in Speech and Language Technologies for Iberian Languages. IberSPEECH 2016. Lecture Notes in Computer Sciencepor
dc.date.updated2018-06-20T14:08:52Z-
dc.description.versioninfo:eu-repo/semantics/acceptedVersion-
dc.identifier.doi10.1007/978-3-319-49169-1_19-
Appears in Collections:CTI-CLI - Autoria de capítulos de livros internacionais

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