jerry2247's picture
Deploy AI Audio Lab inference API
03c5a3a verified
Raw
History Blame Contribute Delete
879 Bytes
{
"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
}
}