Towards a More Inclusive World: Enhanced Augmentative and Alternative Communication For People With Disabilities UsingAI and NLP
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open in viewerFor people with verbal or cognitive impairments, engaging in conversation can be tiresome and time-consuming, limiting their educational, social, and career opportunities. Livox is a pictogram-based alternative communication application that empowers people with a wide range of visual and motor impairments to engage in conversations. This project incorporated a ML and NLP-based classifier to detect specific questions and present the most relevant pictograms to users. Our newly introduced classifier reduced the time and effort required to communicate by 68.5% and 56.4%, respectively compared to the standard application. These results show that our work is a step towards making the world a more inclusive place for those who are nonverbal and have motor skill challenges.
- This report represents the work of one or more WPI undergraduate students submitted to the faculty as evidence of completion of a degree requirement. WPI routinely publishes these reports on its website without editorial or peer review.
- Creator
- Publisher
- Identifier
- E-project-030420-024543
- Award
- Advisor
- Year
- 2020
- Sponsor
- Date created
- 2020-03-04
- Resource type
- Major
- Rights statement
- Dernière modification
- 2023-01-19
Relations
- Dans Collection:
Contenu
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