Add effect-specific experiments

cfg/effects/all.yaml

@@ -15,7 +15,7 @@ effects:
   distortion:
       _target_: remfx.effects.RandomPedalboardDistortion
       sample_rate: ${sample_rate}
-      min_drive_db: 7
+      min_drive_db: 8
       max_drive_db: 25
   compressor:
       _target_: remfx.effects.RandomPedalboardCompressor

cfg/exp/chorus.yaml

@@ -0,0 +1,28 @@
+# @package _global_
+defaults:
+  - override /model: demucs
+  - override /effects: all
+seed: 12345
+sample_rate: 48000
+chunk_size: 262144 # 5.5s
+logs_dir: "./logs"
+render_files: True
+render_root: "/scratch/EffectSet"
+accelerator: "gpu"
+log_audio: True
+# Effects
+num_kept_effects: [0,4] # [min, max]
+num_removed_effects: [1,1] # [min, max]
+shuffle_kept_effects: True
+shuffle_removed_effects: False
+num_classes: 5
+effects_to_keep:
+  - compressor
+  - distortion
+  - delay
+  - reverb
+effects_to_remove:
+  - chorus
+datamodule:
+  batch_size: 16
+  num_workers: 8

cfg/exp/compression.yaml

@@ -0,0 +1,28 @@
+# @package _global_
+defaults:
+  - override /model: demucs
+  - override /effects: all
+seed: 12345
+sample_rate: 48000
+chunk_size: 262144 # 5.5s
+logs_dir: "./logs"
+render_files: True
+render_root: "/scratch/EffectSet"
+accelerator: "gpu"
+log_audio: True
+# Effects
+num_kept_effects: [0,4] # [min, max]
+num_removed_effects: [1,1] # [min, max]
+shuffle_kept_effects: True
+shuffle_removed_effects: False
+num_classes: 5
+effects_to_keep:
+  - distortion
+  - chorus
+  - delay
+  - reverb
+effects_to_remove:
+  - compressor
+datamodule:
+  batch_size: 16
+  num_workers: 8

cfg/exp/delay.yaml

@@ -0,0 +1,28 @@
+# @package _global_
+defaults:
+  - override /model: demucs
+  - override /effects: all
+seed: 12345
+sample_rate: 48000
+chunk_size: 262144 # 5.5s
+logs_dir: "./logs"
+render_files: True
+render_root: "/scratch/EffectSet"
+accelerator: "gpu"
+log_audio: True
+# Effects
+num_kept_effects: [0,4] # [min, max]
+num_removed_effects: [1,1] # [min, max]
+shuffle_kept_effects: True
+shuffle_removed_effects: False
+num_classes: 5
+effects_to_keep:
+  - compressor
+  - distortion
+  - chorus
+  - reverb
+effects_to_remove:
+  - delay
+datamodule:
+  batch_size: 16
+  num_workers: 8

cfg/exp/dist.yaml

@@ -1,6 +1,6 @@
 # @package _global_
 defaults:
-  - override /model: umx
+  - override /model: demucs
   - override /effects: all
 seed: 12345
 sample_rate: 48000

cfg/exp/reverb.yaml

@@ -0,0 +1,28 @@
+# @package _global_
+defaults:
+  - override /model: demucs
+  - override /effects: all
+seed: 12345
+sample_rate: 48000
+chunk_size: 262144 # 5.5s
+logs_dir: "./logs"
+render_files: True
+render_root: "/scratch/EffectSet"
+accelerator: "gpu"
+log_audio: True
+# Effects
+num_kept_effects: [0,4] # [min, max]
+num_removed_effects: [1,1] # [min, max]
+shuffle_kept_effects: True
+shuffle_removed_effects: False
+num_classes: 5
+effects_to_keep:
+  - compressor
+  - distortion
+  - chorus
+  - delay
+effects_to_remove:
+  - reverb
+datamodule:
+  batch_size: 16
+  num_workers: 8