urbansounds8k

Exploring research done by Justin Salamon and Juan Pablo Bello on https://arxiv.org/abs/1608.04363

Next Steps:

• Document everything in a gitbook page or notion page (even github.io pages)
• Try adding additional spectral features and test results
• Try recommended data augmentation approach (or use newer dataset)

Achieved:

• Replicated (close enough) baseline results
• NPY representation of the data as good as using PNG, so will use that for smaller footprint

Environment

Python 3

Relevant Library Documentation

• MUDA: https://muda.readthedocs.io/en/latest/
• Librosa: https://librosa.github.io/librosa/