- Use 5-fold validation and voting classifier to predict the music genre.
- Use timbral texture features and rhythmic content features to classify.
- 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.
- Python 3.6.5
- Sklearn 0.22.2.post1
- Pandas 1.0.3
- librosa 0.7.2
python main.py
- 80.6 % using voting classifier mixed with Random Forest, SVM and Logistic Regression.