subset of the NSynth dataset
Recognize instrument in audio sample by using machine learning techniques
Features
- MFCC
- Spectral Centroid, flatness, rolloff, bandwidth
- Attack time
- Zero-Crossing Rate
- Root Mean Square
Models
- Gaussian Mixture Model
- K-neighbors classifier
- SGD classifier