Instrument Identification System

This project process sound of musical intruments and identifies Notes, Onset and the instrument itself.

Flow of the Project

1. Sound Processing - understanding different sound features, like timbre, pitch etc.
2. Identification of note - aan algorithm runs to identify notes and onset of the sounds.
3. Data Collection - labeled data was collected from freesound.org
4. Model Training - a model is trained to classify instruments using freatures like mfcc and ceptral centroid. A detailed explaination is written in this article - https://medium.com/analytics-vidhya/using-machine-learning-to-classify-instrument-sounds-21c48a91c290