# Contribution of Timbre and Shimmer Features to Deepfake Speech Detection

> Research article (2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2022) · cited 12× · AI/ML

**Wikidata**: [openalex:W4312095886](https://www.wikidata.org/wiki/openalex:W4312095886)  
**Source**: https://4ort.xyz/entity/contribution-of-timbre-and-shimmer-features-to-deepfake-speech-detection