Spaces:
Running on Zero
Running on Zero
| """ | |
| vocalrender.evaluation — Shared evaluation modules for SVS test and validation. | |
| Provides unified interfaces for: | |
| - Batch/single inference | |
| - Audio utilities (normalization, reference audio decoding) | |
| - Metrics (SingMOS, AES) | |
| - Visualization (score condition figures, alignment/note plots) | |
| - SVSEvaluator: single source of truth for training validation + standalone inference | |
| Names are resolved lazily (PEP 562) so that inference-only users — e.g. the web | |
| demo importing ``vocalrender.evaluation.audio_utils`` — do not pay for the | |
| metrics / visualization imports (s3prl, matplotlib, ...). | |
| """ | |
| import importlib | |
| _EXPORTS = { | |
| "normalize_audio": "vocalrender.evaluation.audio_utils", | |
| "decode_reference_audio": "vocalrender.evaluation.audio_utils", | |
| "run_inference_single": "vocalrender.evaluation.inference", | |
| "run_inference_batch": "vocalrender.evaluation.inference", | |
| "load_singmos_predictor": "vocalrender.evaluation.metrics", | |
| "SingMOSFrameCapture": "vocalrender.evaluation.metrics", | |
| "compute_singmos_score": "vocalrender.evaluation.metrics", | |
| "compute_batch_singmos_scores": "vocalrender.evaluation.metrics", | |
| "create_score_condition_figure": "vocalrender.evaluation.visualization", | |
| "SVSEvaluator": "vocalrender.evaluation.svs_metrics", | |
| "EvalItem": "vocalrender.evaluation.svs_metrics", | |
| "EvalResult": "vocalrender.evaluation.svs_metrics", | |
| "items_from_infer_results": "vocalrender.evaluation.svs_metrics", | |
| "items_from_train_buffers": "vocalrender.evaluation.svs_metrics", | |
| } | |
| __all__ = list(_EXPORTS) | |
| def __getattr__(name): | |
| module_name = _EXPORTS.get(name) | |
| if module_name is None: | |
| raise AttributeError(f"module {__name__!r} has no attribute {name!r}") | |
| value = getattr(importlib.import_module(module_name), name) | |
| globals()[name] = value | |
| return value | |
| def __dir__(): | |
| return sorted(set(globals()) | set(__all__)) | |