AINeutralarXiv – CS AI · 3h ago6/10
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Exploration of Perceptual Speech Features for Clinical Decision-Support in Mental Health Care
Researchers have developed a speech analysis framework that uses acoustic and linguistic features to support mental health assessment for depression, anxiety, and ADHD. The approach combines interpretable machine learning with clinically grounded speech markers like prosody and vocal quality, demonstrating consistent relationships between speech patterns and symptom severity across multiple datasets.