Dimitris N. Makropoulos

Convolutional Recurrent Neural Networks for the Classification of Cetacean Bioacoustic Patterns

In this paper we focus on the development of a convolutional recurrent neural network (CRNN) to categorize biosignals collected in the Hellenic Trench, generated by two cetacean species, sperm whales (Physeter macrocephalus) and striped dolphins (Stenella coeruleoalba). We convert audio signals into…