# Improving acoustic species identification using data augmentation within a deep learning framework

> Research article (Ecological Informatics, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4403417306](https://www.wikidata.org/wiki/openalex:W4403417306)  
**Source**: https://4ort.xyz/entity/improving-acoustic-species-identification-using-data-augmentation-within-a-deep-learning-framework