threepe0 / neural-amp-modeler

Neural network emulator for guitar amplifiers.

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