Towards a reading coach that listens: automated detection of oral reading errors

  • Authors:
  • Jack Mostow;Alexander G. Hauptmann;Lin Lawrence Chase;Steven Roth

  • Affiliations:
  • CMT-UCC, Carnegie Mellon University, Pittsburgh, PA;CMT-UCC, Carnegie Mellon University, Pittsburgh, PA;CMT-UCC, Carnegie Mellon University, Pittsburgh, PA;CMT-UCC, Carnegie Mellon University, Pittsburgh, PA

  • Venue:
  • AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
  • Year:
  • 1993

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Abstract

What skill is more important to teach than reading? Unfortunately, millions of Americans cannot read. Although a large body of educational software exists to help teach reading, its inability to hear the student limits what it can do. This paper reports a significant step toward using automatic speech recognition to help children learn to read: an implemented system that displays a text, follows as a student reads it aloud, and automatically identifies which words he or she missed. We describe how the system works, and evaluate its performance on a corpus of second graders' oral reading that we have recorded and transcribed.