ESSV Konferenz Elektronische Sprachsignalverarbeitung

Title: A Toolkit for 3D-Gesture and Speech Dialog in Automotive Environments

Authors: Timo Sowa, Alexander Richter, Dietmar Fey

Abstract:

3D-gesture is a new input modality that complements touch-screens and speech dialog systems for automotive infotainment systems. Yet, tools for im- plementing multimodal interfaces including 3D-gestures are rare. We present a toolkit for in-car human-machine interfaces (HMIs), that allows modeling 3D- gesture recognition and integration of gestures with speech. Our approach focuses on three interaction styles: Firstly, we demonstrate how dialogs containing isolated gestures, sequences of speech and gesture, and alternative uses of different modal- ities can be modeled based on the state graph paradigm. Secondly, we show how continuous gestural interaction, such as gradually modifying a value with continu- ous hand movements, can be designed by binding hand model parameters to HMI model values. Thirdly, we present an approach toward modeling and processing of multimodal utterances with semantics distributed over speech and 3D-gesture. The approach is based on a semantic representation of the individual modalities as typed feature structures which are collected in a short-term memory. An integrator module unifies partial meanings until a fully specified command is created which can be executed. The approach has been implemented in a demonstration system using a Leap Motion controller.


Year: 2018
In session: Demo Session
Pages: 285 to 292