Evaluation of Barlow Twins and VICReg self-supervised learning for sound patterns of bird and anuran species

Fábio Felix Dias, Moacir Antonelli Ponti, Mílton Cezar Ribeiro +1

Taking advantage of the structure of large datasets to pre-train Deep Learning models is a promising strategy to decrease the need for supervised data. Self-supervised learning met…