# Depressive and mania mood state detection through voice as a biomarker using machine learning

> Research article (Frontiers in Neurology, 2024) · cited 11× · AI/ML

**Wikidata**: [openalex:W4400335180](https://www.wikidata.org/wiki/openalex:W4400335180)  
**Source**: https://4ort.xyz/entity/depressive-and-mania-mood-state-detection-through-voice-as-a-biomarker-using-machine-learning