cyj407 / music-genre-classification

Music Genre Classification

About

• Use 5-fold validation and voting classifier to predict the music genre.
• Use timbral texture features and rhythmic content features to classify.

Set Up

Resource

• Download res.zip, and unzip it.
• res/ contains ten sorts of music genre. In each genre, there are 50 wav files.
• The files are selected from Musical Genre Classification of Audio Signals.

Environment

• Python 3.6.5
• Sklearn 0.22.2.post1
• Pandas 1.0.3
• librosa 0.7.2

Execute

python main.py

Performance

• 80.6 % using voting classifier mixed with Random Forest, SVM and Logistic Regression.