# Low fundamental and formant frequencies predict fighting ability among male mixed martial arts fighters

> Research article (Scientific Reports, 2021) · cited 24× · AI/ML

**Wikidata**: [openalex:W3119330846](https://www.wikidata.org/wiki/openalex:W3119330846)  
**Source**: https://4ort.xyz/entity/low-fundamental-and-formant-frequencies-predict-fighting-ability-among-male-mixed-martial-arts-fighters