carimam_cnn

Convolutionnal neural networks for humpback whale vocalisations and delphinid whistles.

Call either run_CNN_HB.py for humpback whales or run_CNN_delphi.py for delphinid whistles.

Call the python script followed by the list of wav files you would like to process, and optionnaly an output filename. For example : python run_CNN_HB.py file1.wav file2.wav -outfn predictions.pkl

This script relies on torch, pandas, numpy, scipy, and tqdm to run. Install dependencies with pip or conda. If a GPU and cuda are available on the current machine, processes will run on GPU for faster computation.

paul.best@univ-tln.fr for more information