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conf/augmentation/CustomAugPipeline_woAddSpec.yaml

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+id: CustomAugPipeline_woAddSpec
+_target_: autrainer.augmentations.AugmentationPipeline
+
+generator_seed: 0
+
+pipeline:
+  - autrainer.augmentations.Sequential:
+      sequence:
+        - autrainer.augmentations.Choice:
+            weights: [0.3, 0.7]
+            choices:
+              - autrainer.augmentations.GaussianNoise:
+                  p: 0.8
+              - autrainer.augmentations.SpecAugment:
+                  p: 0.8

conf/config.yaml

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+defaults:
+  - _autrainer_
+  - _self_
+  # - override /hydra/launcher: submitit_slurm
+
+
+results_dir: results
+experiment_id: default
+iterations: 30
+inference_batch_size: 1
+progress_bar: false
+
+hydra:
+  sweeper:
+    params:
+      +seed: 1
+      +batch_size: 32
+      +learning_rate: 0.001 #, 0.0001
+      dataset: InsectSetDSBalanced-96k
+      model: Cnn10-32k-T #, Cnn14-32k-T, ResNet-50-T, Cnn10-32k-T
+      optimizer: Adam
+      augmentation: CustomAugPipeline_woAddSpec # SpecAugment, None
+

conf/preprocessing/log_mel_96k.yaml

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+file_handler:
+  autrainer.datasets.utils.AudioFileHandler:
+    target_sample_rate: 96000
+pipeline:
+  - autrainer.transforms.StereoToMono
+  - autrainer.transforms.PannMel:
+      sample_rate: 96000
+      window_size: 4096
+      hop_size: 1024
+      mel_bins: 64
+      fmin: 50
+      fmax: 48000
+      ref: 1.0
+      amin: 1e-10
+      top_db: null