A lip reading technology which can help in solving crimes and provide communication assistance for people with hearing and speech impairment.This technology can be used where audio is inadequate or totally absent.

2. “ New technology spells out what is
said when audio fails “

3. Dr. Helen L. Bear
Prof. Richard Harvey

4. Criminal Investigation

5. To help Deaf and Dumb People to communicate

6. Entertainment World

7. In Aircraft Cockpit In Space

8.  Can be applied in video calls
 Can act as “Voice Assistant”
 We can make a silent call
 Telling a secret pin no. or Credit card no. will
be easy

9.  HMM – Hidden Markov Model
 RDA – Regularized Discriminant Analysis
 SPLINE
 ST Coding
 ALR – Automated Lip Reading

11.  More accurately distinguishes between visually
similar lip shapes
 Uses a novel two-pass training method for
the classifiers
 Rosetta Raven Data, a new data set is used
 This classifiers are not biased

12.  Language barrier
 Privacy related issues

13.  The technology can be made robust
 Can be embedded in different gadgets
 Can be used in smart phones used as
satnav

14.  The essence of this technology is in
improving the training method for the
classifiers to get better performance.