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on
1
Intro
2
Disability Accommodation Gaps
3
Invisible Disability
4
Misconceptions
5
Assistive Technology
6
Old School Solutions for the D&HOH
7
Assistive Augmentation Solutions
8
Ideal Characteristics
9
Training Process
10
Deep Neural Network
11
Speech recognition is not unisensory
12
Benefits of lip reading
13
Challenges of Speech Recognition
14
Overcoming Challenges
15
Long Short Term Memory
16
Network Architecture Chosen
17
Data Preparation
18
Our Training Results
19
Implementation Demo
20
Unknown words
21
Context is important
Description:
Explore lip reading with AI as an assistive technology for the deaf and hard of hearing in this 40-minute conference talk from Strange Loop. Delve into the challenges faced by those with hearing impairments and the limitations of current accommodations. Discover how deep learning methods can revolutionize accessibility through lip reading technology. Learn about the training process, network architecture, and data preparation involved in developing this solution. Examine the benefits and challenges of speech recognition and lip reading, and understand the importance of context in improving accuracy. Watch a demonstration of the implementation and discuss its potential impact on making events and communication more inclusive for the hearing impaired.

Assistive Augmentation - Lip Reading with AI

Strange Loop Conference
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