Published March 28, 2024
| Version v1
Dataset
Open
ToneTwist AFx Dataset: Electro Harmonix Metal Muff
Authors/Creators
Description
Settings
| Volume | Gate | Distortion | Treble | Mid | Bass |
| 10 | 0 | 1 | 5 | 5 | 5 |
| 10 | 0 | 5 | 5 | 5 | 5 |
| 10 | 0 | 10 | 5 | 5 | 5 |
Dry with markers
Dry inputs are a selection of clean guitar and bass recordings from different sources:
- IDMT-SMT-GUITAR - dataset 2 (7:23 min)
- IDMT-SMT-GUITAR - dataset 4 - Career SG (6:08 min)
- IDMT-SMT-GUITAR - dataset 4 - Ibanez 2820 (5:14 min)
- IDMT-SMT-Bass-Single-Track - (5:58 min)
- NAM: Neural Amp Modeler - (3:11 min)
- Private Guitar Data - (5:19 min)
- YouTube Bass Recordings - (10:09 min)
Pre-processing:
- All:
- synchronization markers (2 impulses) added at start and end of every file
- IDMT-SMT-GUITAR - dataset 2:
- peak normalized to -6dBFS
- NAM:
- no pre-processing
- Others:
- peak normalized to -0.1dBFS
- signal multiplied by random number every 5 seconds (uniform distribution [0.1, 1.0] = [-20dB, 0dB])
Authors
Marco Comunità - Centre for Digital Music, Queen Mary University of London
Github
https://github.com/mcomunita/tonetwist-afx-dataset
Reference
If you make use of AUDIO-EFFECTS-DATASET, please cite the following publication:
@misc{comunità2025nablafxframeworkdifferentiableblackbox,
title={NablAFx: A Framework for Differentiable Black-box and Gray-box Modeling of Audio Effects},
author={Marco Comunità and Christian J. Steinmetz and Joshua D. Reiss},
year={2025},
eprint={2502.11668},
archivePrefix={arXiv},
primaryClass={cs.SD},
url={https://arxiv.org/abs/2502.11668},
}