Title :
Oscillatory gestures and discourse
Author :
Quek, Francis ; Xiong, Yingen
Author_Institution :
Dept. of Comput. & Sci. Eng., Wright State Univ., Dayton, OH, USA
Abstract :
Gesture and speech are part of a single human language system. They are co-expressive and complementary channels in the act of speaking. While speech carries the major load of symbolic presentation, gesture provides the imagistic content. Proceeding from the established cotemporality of gesture and speech, we discuss our work on oscillatory gestures and speech. We present our wavelet-based approach in gestural oscillation extraction as geodesic ridges in frequency-time space. We motivate the potential of such computational cross-modal language analysis by performing a micro analysis of a video dataset in which a subject describes her living space. We demonstrate the ability of our algorithm to extract gestural oscillations and show how oscillatory gestures reveal portions of the discourse structure.
Keywords :
gesture recognition; natural languages; speech processing; computational cross-modal language analysis; discourse structure; frequency-time space; geodesic ridges; gestural oscillation extraction; human language system; microanalysis; speech oscillations; symbolic presentation; wavelet-based approach; Continuous wavelet transforms; Frequency synchronization; Geology; Geophysics computing; Humans; Lungs; Motion detection; Natural languages; Performance analysis; Speech analysis;
Conference_Titel :
Multimedia and Expo, 2003. ICME '03. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7965-9
DOI :
10.1109/ICME.2003.1220884