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

Google Scholar : http://bitly.ws/9nMw

Scribd : https://bit.ly/36Gb8ek

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.

CALL FOR PAPERS


Paper Submission Last Date
31 - December - 2021

Paper Review Notification
In 1-2 Days

Paper Publishing
In 2-3 Days

Never miss an update from Papermashup

Get notified about the latest tutorials and downloads.

Subscribe by Email

Get alerts directly into your inbox after each post and stay updated.
Subscribe
OR

Subscribe by RSS

Add our RSS to your feedreader to get regular updates from us.
Subscribe