From ce66a7ac096addd840878f1af5c8f760c9b7f07e Mon Sep 17 00:00:00 2001 From: Alec Wright Date: Wed, 24 Feb 2021 10:45:08 +0200 Subject: [PATCH] Update README.md --- README.md | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 055f01b..54eeec4 100755 --- a/README.md +++ b/README.md @@ -1 +1,9 @@ -# NeuralGuitarAmpModelling \ No newline at end of file +# NeuralGuitarAmpModelling + +This repository contains neural network training scripts and trained models of guitar amplifiers and distortion pedals. The 'Results' directory contains some example recurrent neural network models trained to emulate the ht-1 amplifier and Big Muff Pi fuzz pedal, these models are described in this [conference paper](https://www.dafx.de/paper-archive/2019/DAFx2019_paper_43.pdf) + +## Using this repository +It is possible to use this repository to train your own models. To model a different distortion pedal or amplifier, a dataset recorded from your target device is required, example datasets recorded from the ht1 and Big Muff Pi are contained in the 'Data' directory. + +### Training Script +the 'dist_model_recnet.py' script was used to train the example models in the 'Results' directory.