
AI-Powered Audio Stem Separator
Full-stack web application that utilizes Facebook's Demucs AI model to isolate vocals, drums, and bass from uploaded songs with a synchronized multi-track playback UI.
Bridging the gap between a Node.js server and a Python-based PyTorch machine learning model was tricky. Handling large audio file uploads and processing them asynchronously without timing out the client requests required implementing a robust background job queue.
Deploy the AI processing backend to a scalable GPU cloud instance (like AWS EC2 or RunPod) to drastically reduce processing times, and add support for exporting individual stems.
Demucs AI