Is the patient speaking or the nurse? Automatic speaker type identification in patient-nurse audio recordings.

The methods and analytical approach we developed to differentiate patient and nurse language is an important precursor for downstream tasks that aim to analyze patient speech to identify patients at risk of disease and negative health outcomes.