Genre Classification with MFCC Descriptors

Musical Genre Classification Using MFCC Descriptors and Neural Nets

Objectives

• Train a neural network to classify audio files into musical genres using MFCC descriptors.
• Improve on the ~35% classification accuracy achieved using waveform descriptors.

Dataset

• A stratified sample of 2000 songs pulled from my personal music library.