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Longitudinal study of voice recognition in children

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dc.contributor.authorPurnapatra, Sandip
dc.contributor.authorDas, Priyanka
dc.contributor.authorHolsopple, Laura
dc.contributor.authorSchuckers, Stephanie
dc.contributor.editorBrömme, Arslan
dc.contributor.editorBusch, Christoph
dc.contributor.editorDantcheva, Antitza
dc.contributor.editorRaja, Kiran
dc.contributor.editorRathgeb, Christian
dc.contributor.editorUhl, Andreas
dc.date.accessioned2020-09-16T08:25:42Z
dc.date.available2020-09-16T08:25:42Z
dc.date.issued2020
dc.description.abstractSpeaker recognition as a biometric modality is on the rise in the consumer marketplace for banking, online services, and personal assistant services with a potential for wider application areas. Most current applications involve adults. One of the biggest challenges in speaker recognition for children is the change in the voice properties as a child age. This work proposes a baseline longitudinal dataset from the same 30 children in the age group of 4 to 14 years over a time frame of 2.5 years and evaluates speaker recognition performance in children with the available speaker recognition technology.en
dc.identifier.isbn978-3-88579-700-5
dc.identifier.pissn1617-5468
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/34317
dc.language.isoen
dc.publisherGesellschaft für Informatik e.V.
dc.relation.ispartofBIOSIG 2020 - Proceedings of the 19th International Conference of the Biometrics Special Interest Group
dc.relation.ispartofseriesLecture Notes in Informatics (LNI) - Proceedings, Volume P-306
dc.subjectSpeaker verification
dc.subjectChildren’s voice
dc.subjectMFCC
dc.subjectLFCC
dc.subjectGMM
dc.subjectJFA
dc.subjectISV
dc.subjectInter-session variability.
dc.titleLongitudinal study of voice recognition in childrenen
dc.typeText/Conference Paper
gi.citation.endPage106
gi.citation.publisherPlaceBonn
gi.citation.startPage97
gi.conference.date16.-18. September 2020
gi.conference.locationInternational Digital Conference
gi.conference.sessiontitleRegular Research Papers

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P306 - BIOSIG 2020 - Proceedings of the 19th International Conference of the Biometrics Special Interest Group