| exp_name: hubert_MLP_NoAug_seed2 | |
| output_dir: ./outputs/batch1/ | |
| seed: 2 | |
| data: | |
| sampling_rate: 16000 | |
| label_map: | |
| bonafide: 1 | |
| spoof: 0 | |
| train: | |
| dataset_type: StandardDataset | |
| parquet_files: | |
| - /gs/bs/tgh-25IAC/ud03523/WORK/project-deepfense/data/ASVspoof2019_train.par | |
| dataset_names: | |
| - ASVSpoof19_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: | |
| - /gs/bs/tgh-25IAC/ud03523/WORK/project-deepfense/data/ASVspoof2019_dev.par | |
| dataset_names: | |
| - ASVSpoof19_Val | |
| batch_size: 32 | |
| shuffle: false | |
| num_workers: 4 | |
| base_transform: | |
| - type: pad | |
| max_len: 64000 | |
| pad_type: repeat | |
| model: | |
| type: StandardDetector | |
| frontend: | |
| type: hubert | |
| args: | |
| ckpt_path: /gs/bs/tgh-25IAC/ud03523/WORK/project-deepfense/pretrained/hubert_large_ll60k.pt | |
| freeze: false | |
| source: fairseq | |
| 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/batch1/hubert_MLP_NoAug_seed2_20251208_210423 | |