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| { | |
| "cache_dir": "training/audio_spectrogram_vit/feature_cache", | |
| "display_name": "SSLAM ViT-Base audio spectrogram", | |
| "feature_config": { | |
| "feature": "SSLAM extract_features embedding", | |
| "feature_shape": [ | |
| 768 | |
| ], | |
| "head": "MLP logit over cached SSLAM embedding", | |
| "mel_bins": 128, | |
| "model_id": "ta012/SSLAM_pretrain", | |
| "norm_mean": -4.268, | |
| "norm_std": 4.569, | |
| "sample_rate": 16000, | |
| "target_frames": 1024 | |
| }, | |
| "frozen_backbone": "ta012/SSLAM_pretrain", | |
| "method": "audio_spectrogram_vit", | |
| "train_config": { | |
| "batch_size": 8, | |
| "cache_root": "training", | |
| "dataset_root": "dataset", | |
| "device": "auto", | |
| "epochs": 20, | |
| "learning_rate": 0.0003, | |
| "num_workers": 0, | |
| "output_root": "final_models", | |
| "patience": 5, | |
| "print_progress": true, | |
| "seed": 153, | |
| "use_amp": true, | |
| "weight_decay": 0.0001 | |
| } | |
| } | |