# A deep learning approach for detecting drill bit failures from a small sound dataset

> Research article (Scientific Reports, 2022) · cited 19× · AI/ML

**Wikidata**: [openalex:W4281956102](https://www.wikidata.org/wiki/openalex:W4281956102)  
**Source**: https://4ort.xyz/entity/a-deep-learning-approach-for-detecting-drill-bit-failures-from-a-small-sound-dataset