On the fusion of prosody, voice spectrum and face features for multimodal person verification

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• dc.contributor.author Farrús, Mireiaca
• dc.contributor.author Garde, Ainaraca
• dc.contributor.author Ejarque, Pascualca
• dc.contributor.author Luque, Jordica
• dc.contributor.author Hernando, Javierca
• dc.date.accessioned 2017-03-17T15:22:15Z
• dc.date.available 2017-03-17T15:22:15Z
• dc.date.issued 2006
• dc.description.abstract Comunicació presentada a: 9th International Conference on Spoken Language Processing; 17-21 de setembre de 2006 a Pittsburgh, Estats Units d'Amèricaca
• dc.description.abstract Multimodal person recognition systems normally use shortterm spectral features as voice information. In this paper prosodic information is added to a system based on face and voice spectrum features. By using two fusion techniques, support vector machines and matcher weighting, different fusion strategies based on the fusion of monomodal scores in several steps are proposed. The performance of the system is clearly improved when the prosodic information is added and the best results are achieved when prosodic scores are previously fused and the resulting scores are fused again with spectral and facial scores. Speech and face scores have been obtained upon Switchboard-I and XM2VTS databases respectively.en
• dc.format.mimetype application/pdfca
• dc.identifier.citation Farrús M, Garde A, Ejarque P, Luque J, Hernando J. On the fusion of prosody, voice spectrum and face features for multimodal person verification. In: 9th International Conference on Spoken Language Processing; 2006 Sept. 17-21; Pittsburgh (PA, USA). [place unknown]: ISCA; 2006. p. 2106-9.
• dc.identifier.uri http://hdl.handle.net/10230/28256
• dc.language.iso eng
• dc.publisher International Speech Communication Association (ISCA)ca
• dc.relation.ispartof 9th International Conference on Spoken Language Processing; 2006 Sept. 17-21; Pittsburgh (PA, USA). [place unknown]: ISCA; 2006. p. 2106-9.
• dc.relation.projectID info:eu-repo/grantAgreement/EC/FP6/506909
• dc.rights © ISCA.
• dc.rights.accessRights info:eu-repo/semantics/openAccess
• dc.subject.keyword Speaker recognitionen
• dc.subject.keyword Multimodalityen
• dc.subject.keyword Fusionen
• dc.subject.keyword Prosodyen
• dc.subject.keyword Voice spectrumen
• dc.subject.keyword Faceen
• dc.title On the fusion of prosody, voice spectrum and face features for multimodal person verificationca
• dc.type info:eu-repo/semantics/conferenceObject
• dc.type.version info:eu-repo/semantics/publishedVersion