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owlnet

Owl detection/classification project

  • adboli.py - implementation of architectures from Abdoli, S., Cardinal, P., Koerich, A.L. (2019). End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network. https://arxiv.org/abs/1904.08990
  • birdset.py - start at a dataloader for soundfiles
  • sndload.py - sound loading helper
  • soundsplit.py - split mp3 files into 10 second chunks using mp3splt
  • macaulay_get.py - use the csv files (see datasets on server) for the macaulay dataset to get the actual mp3 files
  • main.py - hacky barebones start at a training loop