Vocal Biomarkers of Childhood Trauma: A Machine-Learning Approach to Speech Analysis.

Purpose: Childhood trauma can disrupt communication, yet early signs often go unrecognized in regions affected by ongoing war, where immediate physical needs take precedence. Vocal biomarkers—acoustic features linked to emotional and motor regulation—offer a promising, noninvasive means of detecting...

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