ABOUT ME
I am interested in the study of affective phenomena in human multimodal communication. I was working in the context of my PhD on opinion mining inside human-agent and human-human oral interactions and try to model the phenomena of opinion dynamics inside the discourse. I mainly worked with Hidden Conditional Random Fields and variants which do not require a huge quantity of annotated data and is easily interpretable and flexible.
SOME RESEARCH
Opinion Dynamics Modeling for Movie Review Transcripts Classification with Hidden Conditional Random Fields
PhD defense :
Analyse d'opinion dans les interactions orales
Time-continuous estimation of emotion in music with recurrent neural networks
Presentation about Convolutional Networks, Deep Learning Reading Group, Telecom ParisTech
Master's Thesis :
Approches "Deep Learning" appliquées aux signaux audio : parole et musique