Integration of speech recognition and automatic lip-reading

title: Integration of speech recognition and automatic lip-reading
author(s): Pascal Wiggers and Leon J.M. Rothkrantz
published in: September, 2002
appeared in: P. Sojka, I. Kopecek and K. Pala (Eds.)
Proceedings of the Fifth International Conference on Text, Speech and Dialogs (TSD2002), Brno, Czech Republic
Published as Lecture Notes in Artificial Intelligence, Vol. 2610
pages: 205-212
publisher: Springer-Verlag
PostScript (124 KB)

Abstract

At Delft University of Technology there is a project running on multimodal interfaces on the interaction of speech and lipreading. A large vocabulary speaker independent speech recognizer for the Dutch language was developed using Hidden Markov Toolkit and the Poly- phone database of recorded Dutch speech. To make the system more noise robust audio cues provided by an automatic lip-reading technique were integrated in the system. In this paper we give an outline of both systems and present results of experiments.

 
blue line
University logo