Researchers at Oregon Health and Science University found that variability in the harmonic-to-noise ratio (HNR) of speech could help distinguish benign from malignant vocal fold lesions, offering a potential early detection biomarker. The exploratory study used AI to analyze acoustic features from the Bridge2AI-Voice dataset and found differences most pronounced in male participants.