Giving interaction a hand

摘要

Humans frequently join words and gestures for multimodal communication. Such natural co-speech gesturing goes far beyond what can be currently processed by gesture-based interfaces and especially its coordination with speech still poses open challenges for basic research and multimodal interfaces alike. How can we develop computational models for processing and generating natural speech-gesture behavior, in a flexible, fast and adaptive manner similar to humans? In this talk I will review approaches and methods applied to this problem and I will argue that such models need to (and can) based on a deeper understanding of what shapes co-speech gesturing in a particular situation. I will present work that connects empirical analyses with computational modeling and evaluation to unravel the cognitive, embodied and socio-interactional mechanisms underlying the use of speech- accompanying gestural behavior, and to develop deeper models of these mechanisms for interactive systems such as virtual characters, humanoid robots, or multimodal interfaces.