Lip reading using machine learning techniques and methods

Department of Computer Engineering
Project Review II, Date: 26/10/2024
Title: “Lip Reading AI”
A Project Review-II
Presented By:
1: Mr.Kalyan Harde, 22
2:Mr.Shreyas Aher, 03
3:Mr.Krushna Sinare, 55
4:Mr.Adity Waghmare,65
Under the guidance of
Dr.V.P.Vikhe

 Introduction
 Problem Statement
 Purpose
 Objectives
 Literature Survey (Minimum 10 Papers)
 Proposed system- (Block Diagram/
/Algorithm Details/ Design Details)
 System Requirements software and hardware
 Architecture and Data Flow Diagram
 Societal/Industrial/Research Benefit
 Project Plan (PWS-I)
 References
Contents

Introduction
 Communication is fundamental to the existence and survival of humans
to express their ideas and feelings to reach common understand among
the people.
 Lip-reading is a technology based and natural language processing.it has
a wide range of application scenarios.
 By analyzing the visual patterns of lip movements, these algorithms can
accurately recognize and translate into text formate.

 Speech recognition may not work well If the user has a
loud voice, a strong accent, or a speech condition.
 when the user in the public location, a quite library, or a private
conference, voice recognition may not be possible or desired.
 Traditional machine learning models may struggle to handle
large amounts of data and exploit its potential due to
limitations in scalability and computational efficiency
Problem Statement

Purpose
 To create a user-friendly app that read the motion of leap
and converting into textual format.
 Enhancing communication accessibility .
 lip-reading can make up for this shortcoming and help people
communicate better.

Objectives:
 Implement a robust verification system for trust and safety.
 lip-reading can make up for this shortcoming and help people
communicate better.
 Create powerful tool capable of detecting the face, lips and describe the
events of video.
 Design a state-of-art audio-visual speech recognition system using
dynamic geometry features from the lip shape.

Proposed system-
1: Block Diagram/ Design Details

Proposed system-
2: Algorithm Details

System Requirements
Hardware
Software

Societal/Industrial/Research Benefit

Lip reading using machine learning techniques and methods

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