DATA

• Download the sounds dataset from here

• D the cats dataset use download_cats.sh and then img2npy.py to convert to used format.

ENVIRONMENT

you can use uv to install the environment requirements from the provided pyproject.toml or pip using requirements.txt

CODE

Our initial approach code is in the initial_approach.py. The final training process can be found in the Audio Classification (CNN).ipynb