BirdNET: A deep learning solution for avian diversity monitoring
BirdNET: A deep learning solution for avian diversity monitoring
Stefan Kahl,Connor M. Wood,Maximilian Eibl,H. Klinck
2021 · DOI: 10.1016/j.ecoinf.2021.101236
Ecological Informatics · 引用 598 次
TLDR
A DNN, called BirdNET, capable of identifying 984 North American and European bird species by sound is developed, and it is found that domain-specific data augmentation is key to build models that are robust against high ambient noise levels and can cope with overlapping vocalizations.