TY - GEN
T1 - Arabic lip-reading system
T2 - Proceedings of the Eighth IASTED International Conference on Atificial Intelligence and Soft Computing
AU - Sagheer, Alaa El
AU - Tsuruta, Naoyuki
AU - Taniguchi, Rin Ichiro
PY - 2004
Y1 - 2004
N2 - In recent year, lip-reading systems have received much attention, since it plays an important role in human communication with computer especially for hearing impaired or elderly people. In this paper, we introduce a new visual feature representation combines the Hypercolumn Neural Network model (HCM) with Hidden Markov Model (HMM) to achieve a complete lip-reading system. To check our system performance we introduce the Arabic language to it. According to our knowledge, this is the first time that a visual speech recognition system is applied for Arabic language. Experiments include different Arabic sentences gathered from different native speakers (Male & Female).
AB - In recent year, lip-reading systems have received much attention, since it plays an important role in human communication with computer especially for hearing impaired or elderly people. In this paper, we introduce a new visual feature representation combines the Hypercolumn Neural Network model (HCM) with Hidden Markov Model (HMM) to achieve a complete lip-reading system. To check our system performance we introduce the Arabic language to it. According to our knowledge, this is the first time that a visual speech recognition system is applied for Arabic language. Experiments include different Arabic sentences gathered from different native speakers (Male & Female).
UR - http://www.scopus.com/inward/record.url?scp=10444235719&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=10444235719&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:10444235719
SN - 0889864586
T3 - Proceedings of the Eighth IASTED International Conference on Artificial Intelligence and Soft Computing
SP - 311
EP - 316
BT - Proceedings of the Eighth IASTED International Conference On Artificial Intelligence and Soft Computing
A2 - Pobil, A.P.
Y2 - 1 September 2004 through 3 September 2004
ER -