Work

Express Yourself Simply: Mobile AI for Bridging Communication Gaps

Year: 2024

Type: conference-paper

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%.

Source: International Conference on Mobile Human-Computer Interaction (MobileHCI)

DOI: 10.1145/3640471.3680456

Authors: Anna Kramar, Kinza Salim, Hoang D. Nguyen

Institution: University College Cork

Language: English

Topic: Assistive Technology in Communication and Mobility

Subfield: Occupational Therapy

Field: Health Professions

Domain: Health Sciences

Open Access status: hybrid

Funder: Universitas Brawijaya

Award: G1689730100