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Recent progresses made in the nonlinear system identification field have improved the ability to emulate nonlinear audio systems such as tube guitar amplifiers. As a straightforward comparison of different models cannot always be made, we propose a new reference dataset enabling to highlight the strengths and weaknesses of different nonlinear modeling methods. Our dataset gathers five different styles of guitar sounds passing through different guitar amplifiers with 10 steps of their gain parameter (i.e., the distortion level of the amplifier). Moreover, a Matlab function is also provided to obtain the desired input/output sounds in a matrix form.
Author (s): Schmitz, Thomas;
Embrechts, Jean-Jacques;
Affiliation:
University of Liege, Liege, Belgium
(See document for exact affiliation information.)
AES Convention: 145
Paper Number:490
Publication Date:
2018-10-06
Session subject:
Posters: Applications in Audio
DOI:
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Schmitz, Thomas; Embrechts, Jean-Jacques; 2018; Introducing a Dataset of Guitar Amplifier Sounds for Nonlinear Emulation Benchmarking [PDF]; University of Liege, Liege, Belgium; Paper 490; Available from: https://aes.org/publications/elibrary-page/?id=19754
Schmitz, Thomas; Embrechts, Jean-Jacques; Introducing a Dataset of Guitar Amplifier Sounds for Nonlinear Emulation Benchmarking [PDF]; University of Liege, Liege, Belgium; Paper 490; 2018 Available: https://aes.org/publications/elibrary-page/?id=19754
@inproceedings{Schmitz2018introducing,
title={{Introducing a Dataset of Guitar Amplifier Sounds for Nonlinear Emulation Benchmarking}},
author={Schmitz, Thomas and Embrechts, Jean-Jacques},
year={2018},
month={oct},
booktitle={Journal of the Audio Engineering Society},
publisher={Engineering Brief 490; AES Convention 145; October 2018},
number={490},
organization={AES},
}
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