Three-Stage Speech Breakdown Profiler for Aphasia Clinics

A clinical tool that records a patient's picture-description or story-retelling sample and classifies every error into the three production stages — conceptualizing, formulating, speaking — so speech-language pathologists can see where the breakdown happens and target therapy there.