How affects can perturbe the automatic speech recognition of domotic interactions

Abstract : In Smart Home, the vocal home automation orders, for comfort purposes, or assistive devoted, have been pointed as the more relevant interaction for ambient assisted living. Even if the orders are very strictly formulated, when they are daily used (directed to the smart home, or to a robot mediator), they become often pronounced with various affects. In this paper we have evaluated how some state of the art ASR systems shut down with expressive orders, acted or spontaneous, and how the ASR training with neutral and/or acted and/or spontaneous expressive commands corpus can greatly modify the ASR performances.
Type de document :
Communication dans un congrès
Workshop on Affective Social Speech Signals, Aug 2013, Grenoble, France. pp.1-5, 2013
Liste complète des métadonnées

Littérature citée [12 références]  Voir  Masquer  Télécharger

https://hal.archives-ouvertes.fr/hal-00953247
Contributeur : Michel Vacher <>
Soumis le : lundi 3 mars 2014 - 18:18:12
Dernière modification le : jeudi 11 octobre 2018 - 08:48:03
Document(s) archivé(s) le : samedi 31 mai 2014 - 10:46:24

Fichier

2013_WASS_Aman.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

  • HAL Id : hal-00953247, version 1

Citation

Frédéric Aman, Véronique Auberge, Michel Vacher. How affects can perturbe the automatic speech recognition of domotic interactions. Workshop on Affective Social Speech Signals, Aug 2013, Grenoble, France. pp.1-5, 2013. 〈hal-00953247〉

Partager

Métriques

Consultations de la notice

310

Téléchargements de fichiers

385