Improving Unsupervised Clean-to-Rendered Guitar Tone Transformation Using GANs and Integrated Unaligned Clean Data

Audio Examples

All of the audio are in a 44.1 khz setting. We sample the clean input from the test-set of each target amplifier and pedal.

Fender

• input:

  input.wav

• groundtruth

  target.wav

Approaches

Supervised

supervised.wav

MelGAN

mel_gan.wav

MSD+MPD

msd+mpd.wav

MSD+MPD with integrated clean data

msd+mpd_mixed.wav

Marshall

• input:

  input.wav

• groundtruth

  target.wav

Approaches

Supervised

supervised.wav

MelGAN

mel_gan.wav

MSD+MPD

msd+mpd.wav

MSD+MPD with integrated clean data

msd+mpd_mix.wav

Mesa

• input:

  input.wav