Title :
Animation of generic 3D head models driven by speech
Author :
Terissi, Lucas ; Cerda, Mauricio ; Gómez, Juan C. ; Hitschfeld-Kahler, Nancy ; Girau, Bernard ; Valenzuela, Renato
Author_Institution :
Lab. for System Dyn. & Signal Processing, Universidad Nacional de Rosario, CIFASIS, Argentina
Abstract :
In this paper, a system for speech-driven animation of generic 3D head models is presented. The system is based on the inversion of a joint Audio-Visual Hidden Markov Model to estimate the visual information from speech data. Estimated visual speech features are used to animate a simple face model. The animation of a more complex head model is then obtained by automatically mapping the deformation of the simple model to it. The proposed algorithm allows the animation of 3D head models of arbitrary complexity through a simple setup procedure. The resulting animation is evaluated in terms of intelligibility of visual speech through subjective tests, showing a promising performance.
Keywords :
Audio-Visual Speech Processing; Facial Animation; Hidden Markov Models;
Conference_Titel :
Multimedia and Expo (ICME), 2011 IEEE International Conference on
Conference_Location :
Barcelona, Spain
Print_ISBN :
978-1-61284-348-3
Electronic_ISBN :
1945-7871
DOI :
10.1109/ICME.2011.6011861