Demucs Architecture

The Demucs service runs in the Google Cloud Platform.

Services used:

• Firebase: Hosting and authentication
• Cloud Build: CI/CD
• Secret Manager
• Cloud Run: Serverless model API
• Artifact Registry: Hosting for the artifacts

Technologies:

• Astro and Svelte for the website
• PyTorch and FastAPI for the model API

In GCP we have a single project to organize all the cloud resources, APIs, users storage and more.

Source

The code for the different parts of the service can be found on Github: danielfrg/demucs-service.