LIP Reading Using Facial Feature Extraction and Deep Learning

Authors : Akshay S. Nambeesan; Chris Payyappilly; Edwin J.C; Jerish John P; Mr.Scaria Alex

Volume/Issue : Volume 6 - 2021, Issue 7 - July

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Lip reading is a method of processing the shape and movement of lips, recognizing and predicting the speech pattern and translating the speech to text. It is a method, usually used by the hearing impaired, to understand speakers when auditory information is unavailable and when the idea of learning a new language is difficult. Computerized lip reading services use image processing for recognition and classification that are widely implemented in various applications. There are many challenges involved in this process, like coarticulation, homophones, etc. Deep learning using Long-Short Term Memory is a way to help solve the issue, in conjunction with facial feature extraction to optimize the process. Color imaging combined with depth sensing helps in additional improvement to the accuracy of the classifier. And a Facial Expression Recognition algorithm to identify face values, using these algorithms the program detects for specific regions of the face and tracks their movement.

Keywords : Long-Short Term Memory, Facial Expression Recognition, Face Values, Color Imaging, Deep Learning.


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