EGFxSet: Electric guitar tones processed through real effects of distortion, modulation, delay and reverb
<p>EGFxSet (Electric Guitar Effects dataset) features recordings for all clean tones in a 22-fret Stratocaster, recorded with 5 different pickup configurations, also processed through 12 popular guitar effects. Our dataset was recorded in real hardware, making it relevant for music information retrieval tasks on real music. We also include annotations for parameter settings of the effects we used.</p>
<p>More details can be found in <a href="http://egfxset.github.io">egfxset.github.io</a></p>
<p>The dataset can also be accessed with <a href="https://mirdata.readthedocs.io/en/stable/source/mirdata.html#module-mirdata.datasets.egfxset">mirdata</a></p>
<p>Effects and parameters included:</p>
<table>
<tbody>
<tr>
<td>Effect</td>
<td>Model</td>
<td>Effect Type</td>
<td>Knob Names</td>
<td>Knob Type</td>
<td>Setting</td>
</tr>
<tr>
<td>blues driver</td>
<td>Boss BD-2 Blues Driver</td>
<td>distortion</td>
<td>['level', 'tone', 'gain']</td>
<td>['volume','eq','effect amount']</td>
<td>[0.5,0.5,1.0]</td>
</tr>
<tr>
<td>tube screamer</td>
<td>Ibanez Mini Tube Screamer</td>
<td>distortion</td>
<td>['tone', 'overdrive', 'level']</td>
<td>['eq','effect amount','volume']</td>
<td>[0.5,1.0,0.5]</td>
</tr>
<tr>
<td>distortion</td>
<td>Pro Co Sound RAT2 Distortion</td>
<td>distortion</td>
<td>['distortion', 'filter', 'volume']</td>
<td>['effect amount','eq','volume']</td>
<td>[1.0, 0.5,1.0]</td>
</tr>
<tr>
<td>chorus</td>
<td>Boss CE-3 Chorus</td>
<td>modulation</td>
<td>['rate', 'depth', 'stereo mode']</td>
<td>['rate','effect amount','selector']</td>
<td>['120 bpm', 1.0, False]</td>
</tr>
<tr>
<td>flanger</td>
<td>Mooer E-Lady</td>
<td>modulation</td>
<td>['color', 'type', 'range', 'rate']</td>
<td>['eq','selector','effect amount','rate']</td>
<td>[0.5, 'normal', 1.0, '120 bpm']</td>
</tr>
<tr>
<td>phaser</td>
<td>MXR Phase 45</td>
<td>modulation</td>
<td>['speed']</td>
<td>['rate']</td>
<td>['120 bpm']</td>
</tr>
<tr>
<td>tape echo</td>
<td>Line 6 DL4 Delay</td>
<td>delay</td>
<td>['effect selector', 'delay time', 'repeats', 'tweak (bass)', 'tweez (treble)', 'mix']</td>
<td>['selector', 'rate', 'effect decay', 'eq', 'eq', 'effect amount']</td>
<td>['tape echo', '120 bpm', 0.6, 0.5, 0.5, 0.5]</td>
</tr>
<tr>
<td>digital delay</td>
<td>Line 6 DL4 Delay</td>
<td>delay</td>
<td>['effect selector', 'delay time', 'repeats', 'tweak (bass)', 'tweez (treble)', 'mix']</td>
<td>['selector', 'rate', 'effect decay', 'eq', 'eq', 'effect amount']</td>
<td>['digital delay', '120 bpm', 0.6, 0.5, 0.5, 0.5]</td>
</tr>
<tr>
<td>sweep echo</td>
<td>Line 6 DL4 Delay</td>
<td>delay</td>
<td>['effect selector', 'delay time', 'repeats', 'tweak (sweep speed)', 'tweez (sweep depth)', 'mix']</td>
<td>['selector', 'rate', 'effect decay', 'rate', 'effect amount', 'effect amount']</td>
<td>['sweep echo', '120 bpm', 0.6, '120 bpm',1.0,0.5]</td>
</tr>
<tr>
<td>plate reverb</td>
<td>Orange CR-60 Combo Amplifier</td>
<td>reverb</td>
<td>['volume', 'bass', 'treble', 'type', 'reverb', 'master volume', 'clean']</td>
<td>['volume','eq','eq','selector','effect amount', 'volume', 'selector']</td>
<td>[0.5, 0.5, 0.5, 'plate', 1.0, 0.2, True]</td>
</tr>
<tr>
<td>hall reverb</td>
<td>Orange CR-60 Combo Amplifier</td>
<td>reverb</td>
<td>['volume', 'bass', 'treble', 'type', 'reverb', 'master volume', 'clean']</td>
<td>['volume','eq','eq','selector','effect amount', 'volume', 'selector']</td>
<td>[0.5, 0.5, 0.5, 'hall', 1.0, 0.2, True]</td>
</tr>
<tr>
<td>spring reverb</td>
<td>Orange CR-60 Combo Amplifier</td>
<td>reverb</td>
<td>['volume', 'bass', 'treble', 'type', 'reverb', 'master volume', 'clean']</td>
<td>['volume','eq','eq','selector','effect amount', 'volume', 'selector']</td>
<td>[0.5, 0.5, 0.5, 'spring', 1.0, 0.2, True]</td>
</tr>
</tbody>
</table>
<p><br>Please cite these papers if using EGFxSet:</p>
<p>Pedroza HE, Abreu W, Corey R, Roman IR. "Leveraging real electric guitar tones and effects to improve robustness in guitar tablature transcription modeling." <em>In 27th International Conference on Digital Audio Effects (DAFx),</em> 2024.</p>
<p>Pedroza, Hegel, Gerardo Meza, and Iran R. Roman. "EGFxSet: Electric guitar tones processed through real effects of distortion, modulation, delay and reverb." <em>ISMIR Late Breaking Demo, </em>2022.</p>
opencc-by-4.0Sep 2022View details →
