Published May 31, 2024 | Version 1.0

Monophonic Electric Guitar Notes to Train a Timbre Generation VAE

  • 1. ROR icon University of Cambridge

Description

This dataset contains a subset of audio files from the SemanticTimbreDataset that were used to train a Timbre Generation VAE.

Files are organised as follows: Timbre_Group/Timbre_Descriptor/Timbre_Magnitude.

The audio files with a timbre magnitude of 0 in the OscillationFX/Fluttery directory are monophonic electric guitar notes recorded from a Fender Stratocaster originally sourced from the EGFxSet [1]. All other audio files are those original clean samples processed through various guitar pedals affecting the sounds at various intensities (timbre magnitude). Each guitar pedal's effect can be described by a separate timbre descriptor. This training dataset contains 19 timbre descriptor groups in total, where each timbre descriptor group contains audio files with timbre magnitudes of 25, 50, 75, and 100.

 

[1] Hegel Pedroza, Gerardo Meza, & Iran R. Roman. (2022). EGFxSet: Electric guitar tones processed through real effects of distortion, modulation, delay and reverb (Version 1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7044411

Files

TimbreGenerationVAE-TrainingDataset.zip

Files (1.0 GB)

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