The project was split into two stages. Stage 1 builds a single instrument classifier model to predict one instrument playing in a single-instrument audio file. Stage 2 uses transfer learning from ...

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 ...

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 ...

Newton M & Smith L (2012) A neurally-inspired musical instrument classification system based upon the sound onset. Journal of the Acoustical Society of America, 131 ...