Artificial Intelligence-Assisted Speech Therapy for /ɹ/: A Single-Case Experimental Study.

Journal: American journal of speech-language pathology
PMID:

Abstract

PURPOSE: This feasibility trial describes changes in rhotic production in residual speech sound disorder following ten 40-min sessions including artificial intelligence (AI)-assisted motor-based intervention with ChainingAI, a version of Speech Motor Chaining that predicts clinician perceptual judgment using the PERCEPT-R Classifier (Perceptual Error Rating for the Clinical Evaluation of Phonetic Targets). The primary purpose is to evaluate /ɹ/ productions directly after practice with ChainingAI versus directly before ChainingAI and to evaluate how the overall AI-assisted treatment package may lead to perceptual improvement in /ɹ/ productions compared to a no-treatment baseline phase.

Authors

  • Nina R Benway
    Department of Electrical and Computer Engineering, University of Maryland, College Park, MD.
  • Jonathan L Preston
    Department of Communication Sciences and Disorders, Syracuse University, NY.