2024PLOS Digit Health
Identifying bias in models that detect vocal fold paralysis from audio recordings using explainable machine learning and clinician ratings
Low DM, Rao V, Randolph G, Song PC, Ghosh SS
Detecting vocal-fold paralysis from voice
pastAnalyzed sustained vowel and read speech to detect unilateral vocal-fold paralysis; explored biases in recording and compared ML performance to clinicians' diagnosis-from-voice ability.
- speech-voice-biomarkers
- mental-health-psychiatry
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