AASIST_ASVspoof5_Exp4_CL.conf

{
    "database_path": "/lium/corpus/vrac/asini/deepfake_dataset/ASVspoof5_2024/",
    "train_path": "ASVspoof5.train.metadata.txt",
    "dev_path": "ASVspoof5.dev.metadata.txt",
    "model_path": "./models/weights/AASIST/Exp4_CL/best.pth",
    "score_file_dir":"exp_result/AASIST_ASVspoof5_Exp4_eval_train_ep50_bs64/eval_scores_using_best_dev_model_onTrain.txt",
    "split_num":5,
    "accumulating":"False",
    "re_init_optim":"False",
    "train_wav_path":"flac_T/",
    "dev_wav_path":"flac_D/",
    "debug_mode": "False",
    "batch_size": 64,
    "num_epochs": 20,
    "loss": "CCE",
    "track": "LA",
    "eval_all_best": "True",
    "eval_output": "eval_scores_using_best_dev_model.txt",
    "cudnn_deterministic_toggle": "True",
    "cudnn_benchmark_toggle": "False",
    "model_config": {
        "architecture": "AASIST",
        "nb_samp": 64600,
        "first_conv": 128,
        "filts": [70, [1, 32], [32, 32], [32, 64], [64, 64]],
        "gat_dims": [64, 32],
        "pool_ratios": [0.5, 0.7, 0.5, 0.5],
        "temperatures": [2.0, 2.0, 100.0, 100.0],
        "output_cls": 25
    },
    "optim_config": {
        "optimizer": "adam", 
        "amsgrad": "False",
        "base_lr": 0.0001,
        "lr_min": 0.000005,
        "betas": [0.9, 0.999],
        "weight_decay": 0.0001,
        "scheduler": "cosine"
    }
}