Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
Encouraging speech and vocalization in children with autistic spectrum disorder
ACM SIGACCESS Accessibility and Computing - ASSETS 2007 doctoral consortium
Seeing more: visualizing audio cues
INTERACT'07 Proceedings of the 11th IFIP TC 13 international conference on Human-computer interaction - Volume Part II
Teaching intelligible speech to the autistic children by interactive computer games
Proceedings of the 2011 ACM Symposium on Applied Computing
Understanding the computer skills of adult expert users with down syndrome: an exploratory study
The proceedings of the 13th international ACM SIGACCESS conference on Computers and accessibility
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Many individuals diagnosed with autism and Down syndrome have difficulties producing intelligible speech. Systematic analysis of their voice parameters could lead to better understanding of the specific challenges they face in achieving proper speech production. In this study, 100 minutes of speech data from natural conversations between neurotypicals and individuals diagnosed with autism/Down-syndrome was used. Analyzing their voice parameters indicated new findings across a variety of speech parameters. An immediate extension of this work would be to customize this technology allowing participants to visualize and control their speech parameters in real time and get live feedback.