Pretraining Representations for Bioacoustic Few-shot Detection using Supervised Contrastive Learning

Ilyass Moummad, Romain Serizel, Nicolas Farrugia

Deep learning has been widely used recently for sound event detection and classification. Its success is linked to the availability of sufficiently large datasets, possibly with co…