PicTalky: Augmentative and Alternative Communication Software for Language Developmental Disabilities

TL;DR

PicTalky is an AI-powered AAC system designed to assist children with language disabilities by improving communication and comprehension through neural NLP modules, with applications including integration with robots.

Contribution

The paper introduces PicTalky, a novel AI-based AAC system that processes text and pictograms more accurately and extends its application to robotic communication.

Findings

Enhanced communication for children with language disabilities.

Successful integration of PicTalky with NAO robot.

Models and demo are publicly available.

Abstract

Augmentative and alternative communication (AAC) is a practical means of communication for people with language disabilities. In this study, we propose PicTalky, which is an AI-based AAC system that helps children with language developmental disabilities to improve their communication skills and language comprehension abilities. PicTalky can process both text and pictograms more accurately by connecting a series of neural-based NLP modules. Moreover, we perform quantitative and qualitative analyses on the essential features of PicTalky. It is expected that those suffering from language problems will be able to express their intentions or desires more easily and improve their quality of life by using this service. We have made the models freely available alongside a demonstration of the Web interface. Furthermore, we implemented robotics AAC for the first time by applying PicTalky to the NAO robot.