Usual voice quality features and glottal features for emotional valence detection

Abstract : We focus in this paper on the detection of emotions collected in real-life context. In order to improve our emotional valence detection system, we have tested new voice quality features that are mainly used for speech synthesis or voice transformation: the relaxation coefficient (Rd) and the functions of phase distortion (FPD); but also usual voice quality features. Distributions of voice quality features across speakers, gender, age and emotions are shown over the IDV-HR ecological corpus. Our results conclude that glottal and usual voice quality features are of interest for emotional valence detection even facing diverse kind of voices in ecological situations.
Type de document :
Communication dans un congrès
Speech Prosody, May 2012, Shanghai, China. 2012
Liste complète des métadonnées

Littérature citée [16 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-01404163
Contributeur : Marie Tahon <>
Soumis le : mardi 17 avril 2018 - 14:38:03
Dernière modification le : mercredi 18 avril 2018 - 09:41:12

Fichier

SP_Tahon_2012.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

  • HAL Id : hal-01404163, version 1

Collections

Citation

Marie Tahon, Gilles Degottex, Laurence Devillers. Usual voice quality features and glottal features for emotional valence detection. Speech Prosody, May 2012, Shanghai, China. 2012. 〈hal-01404163〉

Partager

Métriques

Consultations de la notice

32

Téléchargements de fichiers

4