# DEP-Former: Multimodal Depression Recognition Based on Facial Expressions and Audio Features via Emotional Changes

> Research article (IEEE Transactions on Circuits and Systems for Video Technology, 2024) · cited 19× · AI/ML

**Wikidata**: [openalex:W4404035171](https://www.wikidata.org/wiki/openalex:W4404035171)  
**Source**: https://4ort.xyz/entity/dep-former-multimodal-depression-recognition-based-on-facial-expressions-and-audio-features-via-emotional-changes