Role-guided Speaker Deletion Verification in Clinical Psychiatry Speech Recordings with Audio Language Models

Clinical research in psychiatry increasingly relies on large scale collection of spoken language data to identify acoustic and linguistic biomarkers. Yet evolving consent and protocol requirements can oblige investigators to remove a designated speaker from multi-speaker recordings and to verify…