AN ISOLATED WORD SPEECH RECOGNITION USING FUSION OF AUDITORY AND VISUAL INFORMATION

Citation
A. Shintani et al., AN ISOLATED WORD SPEECH RECOGNITION USING FUSION OF AUDITORY AND VISUAL INFORMATION, IEICE transactions on fundamentals of electronics, communications and computer science, E79A(6), 1996, pp. 777-783
Citations number
7
Categorie Soggetti
Engineering, Eletrical & Electronic","Computer Science Hardware & Architecture","Computer Science Information Systems
ISSN journal
09168508
Volume
E79A
Issue
6
Year of publication
1996
Pages
777 - 783
Database
ISI
SICI code
0916-8508(1996)E79A:6<777:AIWSRU>2.0.ZU;2-L
Abstract
We propose a speech recognition method using fusion of auditory and vi sual information for accurate speech recognition. Since we use both au ditory information and visual information, we can perform speech recog nition more accurately in comparison with the case of either auditory information or visual information. After processing each information b y HMM, they are fused by linear combination with weight coefficient. W e performed experiments and confirmed the validity of the proposed met hod.