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Fast, differentiable audio processors on the CPU or GPU, with a browser client for real-time control

Project description

JAXdsp

Still working on this and will make a blog post soon!

Fast, differentiable audio processors on the CPU or GPU, controlled from the browser.

The goal is to parameterize audio graphs, in real-time, to produce an audio stream resembling incoming audio.

Built with JAX, WebRTC, WebSockets and React.

Note: The requirements.txt file at the root of this repo was generated with pip freeze > requirements.txt, and it likely contains more than what's strictly needed!

Server

$ cd server
$ python server.py

Client

Note: For local development of the client within the test /app (see below), the client is included as a local file:../client dependency, and included in the babel transpilation for the /app build ( see app/craco.config.js).

build:dev in the client just symlinks the dist/jaxdsp-client.js target to the root index.js file.

$ cd client
$ npm ci
$ npm run build # or, for a development build: `build:dev`

App

$ cd app
$ npm ci
$ npm start

Project details


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