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AUTOMATIC MEASUREMENT OF AFFECTIVE VALENCE AND AROUSAL IN SPEECH

Methods are proposed for measuring affective valence and arousal in speech. The methods apply support vector regression to prosodic and text features to predict human valence and arousal ratings of three stimulus types: speech, delexicalized speech, and text transcripts. Text features are extracted...

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Detalhes bibliográficos
Publicado no:Proc IEEE Int Conf Acoust Speech Signal Process
Main Authors: Asgari, Meysam, Kiss, Géza, van Santen, Jan, Shafran, Izhak, Song, Xubo
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7909076/
https://ncbi.nlm.nih.gov/pubmed/33642942
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ICASSP.2014.6853740
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