nmeripo / MFCC-music-genre-classification

A Multinomial Logistic Regression model for music genre classification with Mel-frequency cepstral coefficients

Music Genre Classification

This repository contains:

Multinomial Logistic Regression

• A tensorflow script (multinomial_logistic_regression.py) to demonstrate learning weights for Multinomial Logistic Regression.

Trainable dataset with MFCC

• Generates mean mfcc features from audio wav files in pickle dumps (dump_ceps.py).

Audio Conversion

• A python script (preprocess.py) which converts given au files in GTZANN dataset to wav (uncompressed) format.