A voice-biomarker foundation model for ALS monitoring and Parkinson’s screening
Speech production integrates respiratory, laryngeal, articulatory, prosodic, linguistic and executive control, so neurodegeneration can leave measurable acoustic traces before conventional clinical scales change. Two decades of work have identified credible candidate speech and voice biomarkers for amyotrophic lateral...
Arturo Loaiza‐Bonilla, Pranav Arora, Nathan Hayman et al.
· npj Digital Medicine · 0 citations