{ "version": 1, "model": "Nes2Net", "trained_at": "2026-05-26T07:19:54", "mode": "directory_jay15k", "n_clips": 2000, "epochs": 6, "batch_size": 8, "best_val_eer": 0.005, "history": [ { "epoch": 1, "train_loss": 0.503, "val_acc": 0.8475, "val_eer": 0.155, "elapsed_s": 1222.3 }, { "epoch": 2, "train_loss": 0.3354, "val_acc": 0.655, "val_eer": 0.105, "elapsed_s": 125.74 }, { "epoch": 3, "train_loss": 0.2869, "val_acc": 0.7325, "val_eer": 0.095, "elapsed_s": 104.47 }, { "epoch": 4, "train_loss": 0.2368, "val_acc": 0.9675, "val_eer": 0.01, "elapsed_s": 107.08 }, { "epoch": 5, "train_loss": 0.1956, "val_acc": 0.765, "val_eer": 0.03, "elapsed_s": 106.63 }, { "epoch": 6, "train_loss": 0.1786, "val_acc": 0.9875, "val_eer": 0.005, "elapsed_s": 103.1 } ], "device": "cpu", "args": { "protocol": "None", "audio_dir": "None", "real_dir": "..\\data\\jay15k\\deepfake_audio_dataset_jay15k\\real", "fake_dir": "..\\data\\jay15k\\deepfake_audio_dataset_jay15k\\fake", "max_per_class": "1000", "n_real": "80", "n_fake": "80", "seconds": "4.0", "epochs": "6", "batch_size": "8", "lr": "0.0003", "val_frac": "0.2", "out": "E:\\sem_8\\audio-deepfake-detector\\backend\\checkpoints\\nes2net.pt", "meta": "E:\\sem_8\\audio-deepfake-detector\\backend\\checkpoints\\nes2net_meta.json", "cache_dir": "E:\\sem_8\\audio-deepfake-detector\\backend\\checkpoints\\_xlsr_cache", "seed": "42" } }