Taking a look at the psychological implications of machine learning, this article examines how ML can be used as an alternate to Applied Behavioral Analysis for patients who struggle with speaking. The ML will:
Process understanding of speech commands and patterns
Incorporate sensor input that tell about the current state of the trainee (using galvanic skin response)
Provide customized step-by-step training tailored to and predictive of difficulty level and progress of the trainee
They take input from therapists and patients to create the most realistic and helpful version of the VR. The implications of these inputs include creating a relaxation scene as a method of desensitization and altering the type of audience listening to the speech in the VR. The results conclude that ML in this VR is more adaptable and realistic than traditional therapeutic methods and is also lower cost.
Taking a look at the psychological implications of machine learning, this article examines how ML can be used as an alternate to Applied Behavioral Analysis for patients who struggle with speaking. The ML will:
They take input from therapists and patients to create the most realistic and helpful version of the VR. The implications of these inputs include creating a relaxation scene as a method of desensitization and altering the type of audience listening to the speech in the VR. The results conclude that ML in this VR is more adaptable and realistic than traditional therapeutic methods and is also lower cost.
LW