NVMOS / training_run_config.json
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Release NVMOS SPEAR-L9 scorer
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{
"args": {
"features": "analysis_outputs/nvmos_precomputed_wavlm_spear_all_layers_seq_20260603/audio_spear_l9_none.pt",
"text_features": "analysis_outputs/nvmos_precomputed_wavlm_spear_all_layers_seq_20260603/text_xlmr_large_tagctx.pt",
"query_mode": "tag_ctx",
"score_xlsx": "docs/nvmos/expert_score/final/LI_scoring_sheet_6_12.xlsx",
"mapping_jsonl": "docs/nvmos/audio_by_nv_for_eval_numbered_mapping.jsonl",
"manifest_json": "analysis_outputs/nvmos_precomputed_wavlm_spear_all_layers_seq_20260603/manifest.json",
"output_dir": "analysis_outputs/nvmos_multinv_li612_textquery_wavlm_spear_all_layers_e10_20260613/spear_l9",
"epochs": 10,
"batch_size": 8,
"lr": 0.0001,
"weight_decay": 0.01,
"hidden_dim": 256,
"cross_layers": 2,
"attention_heads": 8,
"ffn_dim": 1024,
"dropout": 0.1,
"grad_clip": 1.0,
"num_workers": 0,
"seed": 1234,
"device": "cuda"
},
"align_summary": {
"score_rows": 7784,
"aligned_rows": 7784,
"missing_mapping_rows": 0,
"missing_manifest_rows": 0,
"tag_mismatch_rows": 0,
"text_mismatch_rows": 1,
"split_counts": {
"valid": 389,
"train": 7006,
"test": 389
},
"tag_counts": {
"ahem": 594,
"chuckle": 275,
"cough": 684,
"cry": 594,
"exhale": 215,
"hiss": 549,
"hum": 549,
"inhale": 220,
"laugh": 684,
"moan": 542,
"pant": 594,
"sigh": 594,
"smack": 504,
"sneeze": 437,
"sniffle": 594,
"snore": 155
}
},
"sizes": {
"train": 7006,
"valid": 389,
"test": 389
},
"dropped": {
"train": 0,
"valid": 0,
"test": 0
},
"audio_dim": 1024,
"text_dim": 1024,
"trainable_params": 2172929
}