/neural-amp-modeler

Neural network emulator for guitar amplifiers.

Primary LanguagePythonMIT LicenseMIT

NAM: neural amp modeler

Let's use deep learning to make a model of a guitar amp!

Setup

Use pip install -r requirements.txt as well as intalling the TensorFlow version of your choice (e.g. pip install tensorflow-gpu).

Autoregressive models

  • Fully-connected (n-to-1)

To do

  • Other models
  • Real-time (eventually)
  • Model stereo outputs
  • Data classes for .wav data, keeping sample rate, etc
  • spek.cc?

Other interesting tidbits?

  • Audio analysis plugins: vamp-plugins.org
  • Spectrogram: sonicvisualiser.org