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Speaker-sensitive emotion recognition via ranking: Studies on acted and spontaneous speech(☆)

We introduce a ranking approach for emotion recognition which naturally incorporates information about the general expressivity of speakers. We demonstrate that our approach leads to substantial gains in accuracy compared to conventional approaches. We train ranking SVMs for individual emotions, tre...

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Detalles Bibliográficos
Publicado en:Comput Speech Lang
Main Authors: Cao, Houwei, Verma, Ragini, Nenkova, Ani
Formato: Artigo
Idioma:Inglês
Publicado: 2015
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4240517/
https://ncbi.nlm.nih.gov/pubmed/25422534
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csl.2014.01.003
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