Download model_config.json from wiftwift/accent-scorerer: direct link, hf CLI and curl.
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- Download file 2.68 kB
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https://huggingface.co/wiftwift/accent-scorerer/resolve/main/model_config.json
- Command line
-
hf download hf://wiftwift/accent-scorerer/model_config.json
-
curl -L -o model_config.json https://huggingface.co/wiftwift/accent-scorerer/resolve/main/model_config.json
2.68 kB
| { | |
| "schema_version": "2.0", | |
| "model_version": "0.2.1", | |
| "model_type": "wavlm_layer_mix", | |
| "checkpoint_sha256": "2c516f95574aa40f800e6900f0db5a6f7804e80f9366a50b506c22e841c33e40", | |
| "architecture": { | |
| "encoder_name": "microsoft/wavlm-base-plus", | |
| "encoder_revision": "4c66d4806a428f2e922ccfa1a962776e232d487b", | |
| "num_layers": 13, | |
| "hidden_size": 768, | |
| "projection_size": 128, | |
| "dropout": 0.15, | |
| "target_specific_layer_mixture": true | |
| }, | |
| "target_names": [ | |
| "accuracy", | |
| "fluency", | |
| "prosody", | |
| "completeness", | |
| "overall" | |
| ], | |
| "accent": { | |
| "checkpoint": "accent.pt", | |
| "model_version": "0.2.1-aesrc-saa", | |
| "labels": [ | |
| "american", | |
| "british", | |
| "indian", | |
| "russian" | |
| ], | |
| "selected_wavlm_layer": 7, | |
| "classifier": "L2 logistic regression", | |
| "regularization_c": 0.01, | |
| "speech_accent_archive_domain_mass_relative_to_aesrc": 2.0, | |
| "temperature": 1.0126516733940019, | |
| "unknown_probability_threshold": 0.4, | |
| "unknown_threshold_policy": "fixed at 0.4 before held-out evaluation", | |
| "validation_macro_f1": { | |
| "aesrc": 0.8919, | |
| "speech_accent_archive": 0.9644, | |
| "cross_domain_mean": 0.9281 | |
| }, | |
| "speaker_disjoint_test_macro_f1": { | |
| "aesrc": 0.9047, | |
| "speech_accent_archive": 0.895, | |
| "cross_domain_mean": 0.8998 | |
| }, | |
| "speaker_disjoint_test_accuracy": { | |
| "aesrc": 0.9055, | |
| "speech_accent_archive": 0.939 | |
| }, | |
| "training_corpora": [ | |
| "AESRC2020", | |
| "Speech Accent Archive" | |
| ], | |
| "training_corpus_revision": "4a80d8388f06368a0fa2a325770bec3492cabd3d", | |
| "speech_accent_archive_metadata_sha256": "979afd5a7b0b53fa5d8e8a9b8587a1fbc2de8567d4c6b6c7fbaead28d55cf33b", | |
| "checkpoint_sha256": "03fe84174ceacdae4dc487e622f26814da00704a4d0a5747a836c52b391263fe", | |
| "license_status": "research use only; verify AESRC and Speech Accent Archive training and derivative-work rights before redistribution" | |
| }, | |
| "american_similarity": { | |
| "checkpoint": "american_similarity.pt", | |
| "model_version": "0.2.0-aesrc", | |
| "definition": "100 * calibrated P(American vs non-American)", | |
| "selected_wavlm_layer": 6, | |
| "calibration": "temperature scaling on speaker-disjoint validation", | |
| "validation_roc_auc": 0.9771, | |
| "speaker_disjoint_test_roc_auc": 0.9607, | |
| "checkpoint_sha256": "ebd61bdc6e680ee58fff1d85d2ff3b78c42ea06635c5d4fe6bdb321d4b1222f1" | |
| }, | |
| "recommended_mps_dtype": "float16", | |
| "dtype_qualification": { | |
| "recommended_mps_dtype": "float16", | |
| "criteria": { | |
| "finite_predictions": true, | |
| "max_score_delta_points": 1.0, | |
| "minimum_p50_speedup_fraction": 0.05 | |
| }, | |
| "qualified": true | |
| } | |
| } | |