Lip Reading System for Hearing Impaired using YOLO Algorithm

Lip reading, a method of interpreting spoken words by analyzing lip movements, represents a complex yet promising frontier in artificial intelligence (AI) and computer vision. Recent advancements in deep learning, particularly the YOLO (You Only Look Once) algorithm, have significantly enhanced real-time object detection and recognition capabilities. This paper examines how YOLO can be applied in lip reading systems, discussing its strengths, implementation methodologies, challenges, and future potential. By utilizing YOLO’s rapid and precise detection features, the goal is to enhance the performance and dependability of Lip Reading Systems (LRS), ultimately broadening their applicability in assistive technologies and related domains.

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Publication Details

Journal
Innovative Research Thoughts
Published
2025-03-30
DOI
https://doi.org/10.36676/irt.v11.i1.1622
Primary Topic
Speech and Audio Processing
Type
article
Field-Weighted Citation Impact
0.00
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article

Lip Reading System for Hearing Impaired using YOLO Algorithm

Aaryan Daterao
Innovative Research Thoughts
Speech and Audio Processing
article

Lip Reading System for Hearing Impaired using YOLO Algorithm

Aaryan Daterao
article en

Abstract

Lip reading, a method of interpreting spoken words by analyzing lip movements, represents a complex yet promising frontier in artificial intelligence (AI) and computer vision. Recent advancements in deep learning, particularly the YOLO (You Only Look Once) algorithm, have significantly enhanced real-time object detection and recognition capabilities. This paper examines how YOLO can be applied in lip reading systems, discussing its strengths, implementation methodologies, challenges, and future potential. By utilizing YOLO’s rapid and precise detection features, the goal is to enhance the performance and dependability of Lip Reading Systems (LRS), ultimately broadening their applicability in assistive technologies and related domains.

Innovative Research ThoughtsVol. 11(1)
University of Modern Sciences (AE)
Quality Education
Openalex Percentile: Top 83%
Speech and Audio Processing
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