exp_name: CompSpoof_eat_MLP_NoAug_seed2
output_dir: ./outputs/batch8_CompSpoof/
seed: 2
data:
  sampling_rate: 16000
  root_dir: /ds-slt/audio/yelkheir/CompSpoof
  label_map:
    spoof_spoof: 0
    bonafide_bonafide: 1
    spoof_bonafide: 0
    bonafide_spoof: 0
    original: 1
  train:
    dataset_type: StandardDataset
    parquet_files:
    - /netscratch/yelkheir/DeepFense/DeepFense/deepfense/config/parquets/CompSpoof/CompSpoof_train.parquet
    dataset_names:
    - CompSpoof_Train
    batch_size: 32
    shuffle: true
    num_workers: 4
    base_transform:
    - type: pad
      max_len: 64000
      random_pad: true
      pad_type: repeat
    augment_transform: []
  val:
    dataset_type: StandardDataset
    parquet_files:
    - /netscratch/yelkheir/DeepFense/DeepFense/deepfense/config/parquets/CompSpoof/CompSpoof_dev.parquet
    dataset_names:
    - CompSpoof_Val
    batch_size: 32
    shuffle: false
    num_workers: 4
    base_transform:
    - type: pad
      max_len: 64000
      pad_type: repeat
  test:
    dataset_type: StandardDataset
    parquet_files:
    - /netscratch/yelkheir/DeepFense/DeepFense/deepfense/config/parquets/CompSpoof/CompSpoof_eval.parquet
    dataset_names:
    - CompSpoof_Eval
    batch_size: 32
    shuffle: false
    num_workers: 4
    base_transform:
    - type: pad
      max_len: 64000
      pad_type: repeat
model:
  type: StandardDetector
  frontend:
    type: eat
    args:
      source: huggingface
      ckpt_path: worstchan/EAT-large_epoch20_pretrain
      freeze: false
  backend:
    type: MLP
    args:
      input_dim: 1024
      projection:
      - 128
      pooling_type: mean
  loss:
  - type: CrossEntropy
    embedding_dim: 128
    n_classes: 2
    weight: 1.0
training:
  trainer: StandardTrainer
  epochs: 100
  early_stopping_patience: 7
  optimizer:
    type: adam
    lr: 1.0e-06
  metrics:
    ACC: {}
    EER: {}
  eval_every_epochs: 1
  device: cuda
  output_dir: ./outputs/batch8_CompSpoof/CompSpoof_eat_MLP_NoAug_seed2_20260129_152218