Express Yourself Simply: Mobile AI for Bridging Communication Gaps

Doodle Me is an AI mobile application designed to bridge communication gaps and barriers. This tool is beneficial for individuals with articulation and phonological speech disorders. By using advanced machine learning algorithms, particularly a Convolutional Neural Network (CNN), the application interprets user-created drawings in real-time. This app provides a universal mode of expression that transcends traditional language barriers. The CNN model is trained on the QuickDraw dataset which achieves an accuracy of 92.6%.

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Publication Details

Published
2024-09-21
DOI
https://doi.org/10.1145/3640471.3680456
Citations
1
Primary Topic
Social Robot Interaction and HRI
Type
article
Field-Weighted Citation Impact
0.64
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article

Express Yourself Simply: Mobile AI for Bridging Communication Gaps

Hoang D. Nguyen, Anna Kramar, Kinza Salim
1 citations
Social Robot Interaction and HRI
0.64
article

Express Yourself Simply: Mobile AI for Bridging Communication Gaps

Hoang D. Nguyen, Anna Kramar, Kinza Salim
article en
1 citations

Abstract

Doodle Me is an AI mobile application designed to bridge communication gaps and barriers. This tool is beneficial for individuals with articulation and phonological speech disorders. By using advanced machine learning algorithms, particularly a Convolutional Neural Network (CNN), the application interprets user-created drawings in real-time. This app provides a universal mode of expression that transcends traditional language barriers. The CNN model is trained on the QuickDraw dataset which achieves an accuracy of 92.6%.

University College Cork (IE)
Reduced inequalities
Openalex Percentile: Top 25%
Social Robot Interaction and HRI
0.64
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