ML-audio_genre-project

Project folder used to train an audio genre classifier using a CNN

Navigating files:

1. (audio_eda_feature_extraction) Import data and extract features/sample EDA
2. (librosa) Explore Librosa to create spectrograms
3. (create_spectrograms) Create mel spectrograms for both 3 and 10 second segments
4. (split-data) Splitting data (spectrograms) into train, val, test
5. Keras/PyTorch CNN models

CNN created with PyTorch performed way better than Tensorflow/Keras.