I am an associate professor (HDR) in Affective Computing at LTCI, Telecom-ParisTech (S2A), where I coordinate the Social Computing topic and within the GRETA Team. After my PhD, I worked in the laboratories of two big French companies that are Thales Research and Technology and EDF R&D where I developed my research around audio and text mining applications. My research work deals with interactions between humans and virtual agents, from user’s socio-emotional behavior analysis to socio-affective interaction strategies with a focus on speech and language processing.
Keywords : Sentiment analysis, Emotion recognition in speech, Human-machine interaction, Embodied Conversational Agents, Socio-affective behavior multimodal modeling.
Main research contributions :
— Grammars, deep learning and hybrid machine learning approaches for socio-emotional behavior (opinions, social stances, emotions) analysis in interactions
— Collection, annotations and spontaneous speech processing (disfluency detection) of in-the-wild corpora (e.g. call-centers, job interviews, human-robot interactions)
— Reasoning models, sequence mining and seq2seq models for agent’s behavior generation and socio-emotional interaction strategies
The press talking about my research :
In English: Robots teaching assistant
In French:
https://blogrecherche.wp.imt.fr/2018/11/26/robots-assistants-pedagogiques/
https://blogrecherche.wp.imt.fr/2018/11/05/sentiments-humains-emotions-numeriques/
Contact:
chloe.clavel@telecom-paristech.fr
Office B505-2
46 rue Barrault
75013 Paris, France
tel: +33 1 45 81 72 54