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

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 methods, such as contrastive and its variation are a promising way towards obtaining better representations in many Deep Le...

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Hauptverfasser:	Dias, Fábio Felix, Ponti, Moacir Antonelli, Ribeiro, Mílton Cezar, Minghim, Rosane
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Sound
Online-Zugang:	Volltext bestellen
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