Publications

An acoustic analysis of shared enjoyment in ECA interactions of children with autism

Abstract

The quality of shared enjoyment in interactions is a key aspect related to Autism Spectrum Disorders (ASD). This paper discusses two types of enjoyment: the first refers to humorous events and is associated with one's positive affective state and the second is used to facilitate social interactions between people. These types of shared enjoyment are objectively specified by their proximity to a voiced and unvoiced laughter instance, respectively. The goal of this work is to study the acoustic differences of areas surrounding the two kinds of shared enjoyment instances, called “social zones”, using data collected from children with autism, and their parents, interacting with an Embodied Conversational Agent (ECA). A classification task was performed to predict whether a “social zone” surrounds a voiced or an unvoiced laughter instance. Our results indicate that humorous events are more easily recognized than events …

Date
2012
Authors
Theodora Chaspari, Emily Mower Provost, Athanasios Katsamanis, Shrikanth Narayanan
Conference
2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Pages
4485-4488
Publisher
IEEE