WaveRank (Top-n Music Genre Classification Neural Network)

By

Kevin Klein, Madeline Rachow, Angela Shin and Emily Huntley

Python
Artificial Intelligence (AI)
Mobile
Full Stack
Machine Learning (ML)
HCI / UX / UI
React
Audio

WaveRank is a web app that classifies the top music genres of an audio file using a CNN trained on mel-scaled spectrogram features. Upload an audio file or paste a YouTube URL to get genre predictions along with waveform, frequency spectrum, and mel spectrogram visualizations.

2 Lifts 

Artifacts

Name Description
GitHub Repository The repo for the project.   Link
Deployment Where the project is deployed via Vercel.   Link
Demonstration Video The demonstration video for the project, featuring a brief demo and explanations of each team member's contributions.   Link
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