Prenatal VPA-exposed marmosets show ASD-like traits, including altered kinship vocalizations, disrupted communication patterns, and reduced developmental maturation. These changes intensify after weaning and correlate with caregiver weight loss, suggesting that family-level vocal dynamics provide valuable non-invasive biomarkers of ASD-related social impairments.