# Automatic acoustic recognition of pollinating bee species can be highly improved by Deep Learning models accompanied by pre-training and strong data augmentation

> Research article (Frontiers in Plant Science, 2023) · cited 24× · AI/ML

**Wikidata**: [openalex:W4365516739](https://www.wikidata.org/wiki/openalex:W4365516739)  
**Source**: https://4ort.xyz/entity/automatic-acoustic-recognition-of-pollinating-bee-species-can-be-highly-improved-by-deep-learning-models-accompanied-by-