Traditional depression rating scales (like the HAM-D or MADRS) heavily rely on patient recall and clinician interpretation, clouded by recall bias or subjective scoring. Analyzing acoustic properties, like speech rate, pause duration, and pitch variability, during a simple task provides objective measures without heavy burden.