EcologybioRxivPreprint
Acoustic Signatures of the Cerrado: Machine Learning Reveals Unique Soundscapes Across Diverse Phytogeographies
Bruno Daleffi da Silva, Linilson Rodrigues Padovese
This paper uses machine learning to classify Cerrado soundscapes into Forest, Savanna, and Grassland using MFCCs and spectrograms, finding that CNNs provide high precision despite higher computational costs.
DOI 10.1101/2024.01.12.575467