Wavelet Scattering Transform Application to Watkins Marine Mammal Sound Database

The author explores the application of Wavelet Scattering Transform (WST) in bioacoustics, outperforming existing methods by 6% using WST and 8% using Mel spectrogram preprocessing, achieving a top accuracy of 96%.