Classification using feature extraction based on time-frequency analysis and BCM theory

Abstract

Marine mammal sounds classification is demonstrated using a novel application of wavelet time/frequency decomposition, and feature extraction using the BCM neuron. The system achieves outstanding classification performance even when tested with mammal sounds recorded at very different locations (from training).