Speech-language pathology ·
Whisper matches clinician on semantic but not phonemic aphasia errors; early intervention before 5 months tied to top scores in deaf children
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A Journal of Speech, Language, and Hearing Research study found the Whisper speech recognition model matched a speech-language pathologist on 75.52% of aphasia naming trials but 23.05% of phonemic errors. A study of 322 deaf and hard of hearing children in early intervention tied starting before 5 months of age to the highest scores.
THE DETAILS
- AI Nov 2, 2026Researchers compared transcripts from Whisper, a large language model, with a speech-language pathologist's transcripts for 4,535 Philadelphia Naming Test trials administered to 26 people with aphasia. Whisper matched on 88.83% of correct trials and 92.22% of semantic errors but 23.05% of trials with phonemic errors, and each 175-trial test took 2.3 ± 0.5 minutes to transcribe by Whisper versus 180 ± 40 minutes by the clinician. The authors said Whisper reliably transcribed semantic but not phonological errors and that automation is best for fluent aphasia types with less phonemic distortion.
- Research Nov 6, 2026The longitudinal study in the Journal of Speech, Language, and Hearing Research examined the development of listening and spoken language skills in 322 deaf and hard of hearing children in early intervention. Commencement of early intervention before 5 months of age resulted in the highest scores, and listening scores proved more sensitive to the effects of hearing loss, the authors reported. They said listening measures can provide complementary information on skill development.
- Payment Nov 4, 2026The Centers for Medicare & Medicaid Services (CMS) finalized its 2027 home health payment rule Nov. 4, which CMS estimates will raise aggregate Medicare payments to home health agencies 2.4%, or $415 million, according to Home Health Care News. The rule includes a temporary 3% downward adjustment to the national standardized payment rate, the outlet said. CMS said the rule recalibrates the case-mix weights, updates functional impairment levels and changes the Home Health Quality Reporting Program.Sources: CMS, Home Health Care News
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