Title :
Extraction of speaker´s feeling using facial image and speech
Author :
Iwano, Y. ; Sukegawa, H. ; Kasahara, Y. ; Shirai, K.
Author_Institution :
Adv. Res. Center for Sci. & Eng., Waseda Univ., Tokyo, Japan
Abstract :
While all sorts of systems have been computerized, the importance of the interactive communication between human and computer rises. In this research we propose a method that merges information of prosody, facial expression in macro and the movement of the head, and classify these into a category of feelings. By using both visual and speech information the accuracy of the recognition of human feeling up to 75% was achieved
Keywords :
computer vision; face recognition; feature extraction; humanities; man-machine systems; speech recognition; facial expression; facial image; head movement; human computer intercation; speaker feeling extraction; speech recognition; Auditory system; Conferences; Data mining; Humans; Laboratories; Magnetic heads; Muscles; Paints; Robots; Speech recognition;
Conference_Titel :
Robot and Human Communication, 1995. RO-MAN'95 TOKYO, Proceedings., 4th IEEE International Workshop on
Conference_Location :
Tokyo
Print_ISBN :
0-7803-2904-X
DOI :
10.1109/ROMAN.1995.531943
