Top-n Music Genre Classification Neural Network

Python
Artificial Intelligence (AI)
Machine Learning (ML)
React
Audio

For our CS 467 Capstone Project, we created a program that predicts music genres using a convolutional neural network (CNN). Users can either run a command line interface or web app to submit a song clip. The song is processed, and our AI model provides a list of genres with their corresponding predicted probabilities as a top-n graph. The project team members were Clinton Merritt, Amine Kaddour-Djebbar, Jun Seo, and Patrick Lim.

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Artifacts

Name Description
Project Demonstration This is a YouTube video where we showcase our project and describe the development process.   Link
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