Contrastive learning for passive acoustic monitoring: A framework for sound source discovery and cross-site comparison in marine soundscapes
Fig 4
Augmentations used to create positive pairs.
Each spectrogram is cropped globally or locally and then transformed by time/frequency masking, spectral notching, temporal shift/truncation, or Gaussian noise.