EGFxSet: Electric guitar tones processed through real effects of distortion, modulation, delay and reverb

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. More details can be found in egfxset.github.io The dataset can also be accessed with mirdata Effects and parameters included: Effect Model Effect Type Knob Names Knob Type Setting blues driver Boss BD-2 Blues Driver distortion ['level', 'tone', 'gain'] ['volume','eq','effect amount'] [0.5,0.5,1.0] tube screamer Ibanez Mini Tube Screamer distortion ['tone', 'overdrive', 'level'] ['eq','effect amount','volume'] [0.5,1.0,0.5] distortion Pro Co Sound RAT2 Distortion distortion ['distortion', 'filter', 'volume'] ['effect amount','eq','volume'] [1.0, 0.5,1.0] chorus Boss CE-3 Chorus modulation ['rate', 'depth', 'stereo mode'] ['rate','effect amount','selector'] ['120 bpm', 1.0, False] flanger Mooer E-Lady modulation ['color', 'type', 'range', 'rate'] ['eq','selector','effect amount','rate'] [0.5, 'normal', 1.0, '120 bpm'] phaser MXR Phase 45 modulation ['speed'] ['rate'] ['120 bpm'] tape echo Line 6 DL4 Delay delay ['effect selector', 'delay time', 'repeats', 'tweak (bass)', 'tweez (treble)', 'mix'] ['selector', 'rate', 'effect decay', 'eq', 'eq', 'effect amount'] ['tape echo', '120 bpm', 0.6, 0.5, 0.5, 0.5] digital delay Line 6 DL4 Delay delay ['effect selector', 'delay time', 'repeats', 'tweak (bass)', 'tweez (treble)', 'mix'] ['selector', 'rate', 'effect decay', 'eq', 'eq', 'effect amount'] ['digital delay', '120 bpm', 0.6, 0.5, 0.5, 0.5] sweep echo Line 6 DL4 Delay delay ['effect selector', 'delay time', 'repeats', 'tweak (sweep speed)', 'tweez (sweep depth)', 'mix'] ['selector', 'rate', 'effect decay', 'rate', 'effect amount', 'effect amount'] ['sweep echo', '120 bpm', 0.6, '120 bpm',1.0,0.5] plate reverb Orange CR-60 Combo Amplifier reverb ['volume', 'bass', 'treble', 'type', 'reverb', 'master volume', 'clean'] ['volume','eq','eq','selector','effect amount', 'volume', 'selector'] [0.5, 0.5, 0.5, 'plate', 1.0, 0.2, True] hall reverb Orange CR-60 Combo Amplifier reverb ['volume', 'bass', 'treble', 'type', 'reverb', 'master volume', 'clean'] ['volume','eq','eq','selector','effect amount', 'volume', 'selector'] [0.5, 0.5, 0.5, 'hall', 1.0, 0.2, True] spring reverb Orange CR-60 Combo Amplifier reverb ['volume', 'bass', 'treble', 'type', 'reverb', 'master volume', 'clean'] ['volume','eq','eq','selector','effect amount', 'volume', 'selector'] [0.5, 0.5, 0.5, 'spring', 1.0, 0.2, True]EGFxSet（电吉他效果器数据集，Electric Guitar Effects dataset）收录了22品斯特拉特型电吉他（Stratocaster）所有清音音色的录音，涵盖5种不同的拾音器配置，并通过12种主流吉他效果器完成信号处理。本数据集采用真实硬件录制，可适用于面向真实音乐的音乐信息检索（Music Information Retrieval, MIR）任务。此外，我们还附带了所使用效果器的参数设置标注。更多详细信息可访问egfxset.github.io，该数据集也可通过mirdata工具获取。 包含的效果及参数详情如下： | 效果名称 | 效果型号 | 效果类型 | 旋钮名称（Knob Names） | 参数类型（Knob Type） | 参数设置值（Setting） | | --- | --- | --- | --- | --- | --- | | 布鲁斯过载效果器 | Boss BD-2 Blues Driver | 失真效果（distortion） | ["level", "tone", "gain"] | ["volume", "eq", "effect amount"] | [0.5, 0.5, 1.0] | | 电子管过载效果器 | Ibanez Mini Tube Screamer | 失真效果（distortion） | ["tone", "overdrive", "level"] | ["eq", "effect amount", "volume"] | [0.5, 1.0, 0.5] | | 失真效果器 | Pro Co Sound RAT2 Distortion | 失真效果（distortion） | ["distortion", "filter", "volume"] | ["effect amount", "eq", "volume"] | [1.0, 0.5, 1.0] | | 合唱效果器 | Boss CE-3 Chorus | 调制效果（modulation） | ["rate", "depth", "stereo mode"] | ["rate", "effect amount", "selector"] | ["120 bpm", 1.0, false] | | 镶边效果器 | Mooer E-Lady | 调制效果（modulation） | ["color", "type", "range", "rate"] | ["eq", "selector", "effect amount", "rate"] | [0.5, "normal", 1.0, "120 bpm"] | | 相位效果器 | MXR Phase 45 | 调制效果（modulation） | ["speed"] | ["rate"] | ["120 bpm"] | | 磁带延迟效果器 | Line 6 DL4 Delay | 延迟效果（delay） | ["effect selector", "delay time", "repeats", "tweak (bass)", "tweez (treble)", "mix"] | ["selector", "rate", "effect decay", "eq", "eq", "effect amount"] | ["tape echo", "120 bpm", 0.6, 0.5, 0.5, 0.5] | | 数字延迟效果器 | Line 6 DL4 Delay | 延迟效果（delay） | ["effect selector", "delay time", "repeats", "tweak (bass)", "tweez (treble)", "mix"] | ["selector", "rate", "effect decay", "eq", "eq", "effect amount"] | ["digital delay", "120 bpm", 0.6, 0.5, 0.5, 0.5] | | 扫频延迟效果器 | Line 6 DL4 Delay | 延迟效果（delay） | ["effect selector", "delay time", "repeats", "tweak (sweep speed)", "tweez (sweep depth)", "mix"] | ["selector", "rate", "effect decay", "rate", "effect amount", "effect amount"] | ["sweep echo", "120 bpm", 0.6, "120 bpm", 1.0, 0.5] | | 板式混响效果器 | Orange CR-60 Combo Amplifier | 混响效果（reverb） | ["volume", "bass", "treble", "type", "reverb", "master volume", "clean"] | ["volume", "eq", "eq", "selector", "effect amount", "volume", "selector"] | [0.5, 0.5, 0.5, "plate", 1.0, 0.2, true] | | 大厅混响效果器 | Orange CR-60 Combo Amplifier | 混响效果（reverb） | ["volume", "bass", "treble", "type", "reverb", "master volume", "clean"] | ["volume", "eq", "eq", "selector", "effect amount", "volume", "selector"] | [0.5, 0.5, 0.5, "hall", 1.0, 0.2, true] | | 弹簧混响效果器 | Orange CR-60 Combo Amplifier | 混响效果（reverb） | ["volume", "bass", "treble", "type", "reverb", "master volume", "clean"] | ["volume", "eq", "eq", "selector", "effect amount", "volume", "selector"] | [0.5, 0.5, 0.5, "spring", 1.0, 0.2, true] |