This project performs classification of musical instruments using deep learning. Audio files are transformed into Mel-spectrograms and used to train a Convolutional Neural Network (CNN) model for ...

This is a Flask-based web application that allows users to upload a .wav audio file, which is then processed to classify the musical instrument in the audio using a machine learning model. The app ...

Abstract: This paper studies instrument classification of solo sheet music. Whereas previous work has focused on instrument recognition in audio data, we instead approach the instrument classification ...