Contrastive ecoacoustic indices: Large-scale global soundscape characterization with contrastive inference

Ecoacoustics mainly aims at monitoring soundscapes by means of non-invasive protocols. Despite the widespread adoption of machine and deep learning techniques, existing ecoacoustic models predominantly rely on supervised learning and, consequently, face two primary limitations: (1) the necessity of