HCJun 7, 2019

Improving the communication for children with speech disorder using the smart toys

arXiv:1906.04251v15 citations
Originality Synthesis-oriented
AI Analysis

This addresses communication challenges for children with speech disorders, but it is incremental as it builds on existing assistive technology concepts.

The researchers developed a smart toy to assist children with speech disorders by detecting abnormal behavior through voice tone analysis and providing alerts, which improved communication through continuous training.

An attempt is made to develop a smart toy to help the children suffering with communication disorders. The children suffering with such disorders need additional attention and guidance to understand different types of social events and life activities. Various issues and features of the children with speech disorders are identified in this study and based on the inputs from the study, a working architecture is proposed with suitable policies. A prediction module with a checker component is designed in this work to produce alerts in at the time of abnormal behaviour of the child with communication disorder. The model is designed very sensitively to the behaviour of the child for a particular voice tone, based on which the smart toy will change to tones automatically. Such an arrangement proved to be helpful for the children to improve the communication with other due to the inclusion of continuous training for the smart toy from the prediction module.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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