How Confident are You? Exploring the Role of Fillers in the Automatic Prediction of a Speaker’s Confidence Tanvi Dinkar, Ioana Vasilescu, Catherine Pelachaud, Chloé Clavel To cite this version: Tanvi Dinkar, Ioana Vasilescu, Catherine Pelachaud, Chloé Clavel. How Confident are You? Ex- ploring the Role of Fillers in the Automatic Prediction of a Speaker’s Confidence. Workshop sur les Affects, Compagnons artificiels et Interactions, CNRS, Université Toulouse Jean Jaurès, Université de Bordeaux, Jun 2020, Saint Pierre d’Oléron, France. hal-02933476 HAL Id: hal-02933476 https://hal.inria.fr/hal-02933476 Submitted on 8 Sep 2020 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. How Confident are You? Exploring the Role of Fillers in the Automatic Prediction of a Speaker’s Confidence Tanvi Dinkar Ioana Vasilescu
[email protected] [email protected] Institut Mines-Telecom, Telecom Paris, CNRS-LTCI, Paris, LIMSI, CNRS, Université Paris-Saclay, Orsay, France France Catherine Pelachaud Chloé Clavel
[email protected] [email protected] CNRS-ISIR, UPMC, Paris, France Institut Mines-Telecom, Telecom Paris, CNRS-LTCI, Paris, France ABSTRACT structure of their utterance, such as in their (difficulties of) selec- “Fillers", example “um" in English, have been linked to the “Feel- tion of appropriate vocabulary while maintaining their turn (in ing of Another’s Knowing (FOAK)" or the listener’s perception of dialogue).