DocumentCode :
3400706
Title :
I See What You Say (ISWYS): Arabic lip reading system
Author :
Al-Ghanim, Amjad ; AL-Oboud, Nourah ; Al-Haidary, Reham ; Al-Zeer, Shaden ; Altammami, Shatha ; Mahmoud, Hanan A.
Author_Institution :
Dept. of Software Eng., King Saud Univ., Riyadh, Saudi Arabia
fYear :
2013
fDate :
11-12 Dec. 2013
Firstpage :
11
Lastpage :
17
Abstract :
The ability of communicating easily with everyone is a blessing people with hearing impairment do not have. They completely rely on their vision around healthy individuals to difficultly read lips. This paper proposes a solution for this problem, ISWYS (I See What You Say) is a research-oriented speech recognition system for the Arabic language that interprets lips movements into readable text. It is accomplished by analyzing a video of lips movements that resemble utterances, and then converting it to readable characters using video analysis and motion estimation. Our algorithm involves dividing the video into n number of frames to generate n-1 image frame which is produced by taking the difference between consecutive frames. Then, video features are extracted to be used by our error function which provided recognition of approximately 70%.
Keywords :
handicapped aids; motion estimation; natural language processing; speech recognition; video signal processing; Arabic lip reading system; ISWYS; error function; healthy individuals; hearing impairment; i see what you say; lips movement video; motion estimation; n-I image frame; readable text; research-oriented speech recognition system; video analysis; video features; Abstracts; Analytical models; Auditory system; Chaotic communication; Speech; Speech recognition; Videos; Lip reading system; speech recognition; video analysis; visual features extractions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Current Trends in Information Technology (CTIT), 2013 International Conference on
Conference_Location :
Dubai
Type :
conf
DOI :
10.1109/CTIT.2013.6749470
Filename :
6749470
Link To Document :
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