/WaveNetVA

WaveNet for virtual analog modeling, implemented as a real-time audio plugin using JUCE.

Primary LanguageC++Apache License 2.0Apache-2.0

WaveNetVA

Feedforward WaveNet for black-box virtual analog modeling. This code is related to our paper submitted to SMC 2019: https://link-to-pre.print

A real-time implementation of the model built using JUCE. The code can be built as a standalone audio application or as an VST3, AU or AAX etc. plugin.

Audio samples are available on the demo page.

Getting Started

Installing

  • Clone the repo.
  • Download and install JUCE
    • The software has been tested with Juce version 5.4.2
  • Download Eigen
    • Extract Eigen somewhere, e.g. your home directory.
    • The software has been tested with Eigen version 3.3.7
  • Open WaveNetVA.jucer file with Projucer
    • Add the Eigen folder to "Header Search Paths" in Exporters -> Debug/Release
    • Open and build project in XCode or Visual Studio.

Loading trained models

The trained models are stored as json files. The pre-trained models of the Ibanez Tube Screamer, Boss DS-1 and Electro-Harmonix Big Muff Pi described in the paper are included in the Models directory.

License

This project is licensed under the Apache License, Version 2.0 - see the LICENSE file for details.