Utilize este identificador para referenciar este registo:
http://hdl.handle.net/10071/16183
Registo completo
Campo DC | Valor | Idioma |
---|---|---|
dc.contributor.author | Solera-Ureña, R. | - |
dc.contributor.author | Moniz, H. | - |
dc.contributor.author | Batista, F. | - |
dc.contributor.author | Astudillo, R. F. | - |
dc.contributor.author | Campos, J. | - |
dc.contributor.author | Paiva, A. | - |
dc.contributor.author | Trancoso, I. | - |
dc.date.accessioned | 2018-06-20T14:10:02Z | - |
dc.date.available | 2018-06-20T14:10:02Z | - |
dc.date.issued | 2016 | - |
dc.identifier.isbn | 978-3-319-49168-4 | - |
dc.identifier.issn | 0302-9743 | - |
dc.identifier.uri | https://ciencia.iscte-iul.pt/id/ci-pub-30892 | - |
dc.identifier.uri | http://hdl.handle.net/10071/16183 | - |
dc.description.abstract | This 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.iso | eng | por |
dc.publisher | Springer | por |
dc.relation | info:eu-repo/grantAgreement/FCT/5876/147282/PT | por |
dc.relation | 653587 | por |
dc.relation | info:eu-repo/grantAgreement/FCT/5665-PICT/135829/PT | por |
dc.relation | info:eu-repo/grantAgreement/FCT/SFRH/SFRH%2FBPD%2F95849%2F2013/PT | por |
dc.rights | openAccess | por |
dc.subject | Computational paralinguistics | por |
dc.subject | Automatic personality assessment | por |
dc.subject | OCEAN | por |
dc.subject | Cross-lingual | por |
dc.subject | Cross-age | por |
dc.title | Acoustic-prosodic automatic personality trait assessment for adults and children | por |
dc.type | conferenceObject | por |
dc.pagination | 192-201 | en_US |
dc.peerreviewed | yes | por |
dc.journal | Advances in Speech and Language Technologies for Iberian Languages. IberSPEECH 2016. Lecture Notes in Computer Science | en_US |
dc.volume | 10077 | en_US |
degois.publication.firstPage | 192 | por |
degois.publication.lastPage | 201 | por |
degois.publication.title | Advances in Speech and Language Technologies for Iberian Languages. IberSPEECH 2016. Lecture Notes in Computer Science | por |
dc.date.updated | 2018-06-20T14:08:52Z | - |
dc.description.version | info:eu-repo/semantics/acceptedVersion | - |
dc.identifier.doi | 10.1007/978-3-319-49169-1_19 | - |
Aparece nas coleções: | CTI-CLI - Capítulos de livros internacionais |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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IberSPEECH2016_paper_47.pdf | Pós-print | 367,43 kB | Adobe PDF | Ver/Abrir |
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