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1
Corpus of Children Voices for Mid-level Markers and Affect Bursts Analysis
Tahon, Marie
;
Delaborde, Agnes
;
Devillers, Laurence
In: Language Ressource and Evaluation Conference (LREC) ; https://hal.archives-ouvertes.fr/hal-01768827 ; Language Ressource and Evaluation Conference (LREC), 2012, Istanbul, Turkey (2012)
Abstract:
International audience ; This article presents a corpus featuring children playing games in interaction with the humanoid robot Nao: children have to express emotions in the course of a storytelling by the robot. This corpus was collected to design an affective interactive system driven by an interactional and emotional representation of the user. We evaluate here some mid-level markers used in our system: reaction time, speech duration and intensity level. We also question the presence of affect bursts, which are quite numerous in our corpus, probably because of the young age of the children and the absence of predefined lexical content.
Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]
;
Audio Signal Processing
;
Emotion Detection
;
Human-Robot Interaction
URL:
https://hal.archives-ouvertes.fr/hal-01768827
https://hal.archives-ouvertes.fr/hal-01768827/document
https://hal.archives-ouvertes.fr/hal-01768827/file/LREC_Tahon_2012.pdf
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