├── LICENSE ├── README.md ├── assets └── appendix.pdf ├── cfg ├── ALGORITHM │ ├── match.yaml │ ├── proto.yaml │ └── tad_proto.yaml ├── DATASOURCE │ ├── esc50.yaml │ └── fsd50k.yaml ├── FEATURE_EXTRACTOR │ ├── default.yaml │ └── mel_101x96.yaml ├── canon.yaml └── fewshot.yaml ├── experiments └── mlfs.ipynb ├── learners ├── canon.py └── fewshot.py ├── pytorch ├── __init__.py ├── data.py ├── embed_label.py ├── eval.py ├── eval_kit.py ├── evaluation.py ├── fewshot │ ├── __init__.py │ ├── hier_proto.py │ ├── lr.py │ ├── maml.py │ ├── match.py │ ├── proto.py │ ├── rank.py │ ├── tab.py │ └── tad_proto.py ├── fsd50k_distance_matrix.pkl ├── fsd_fs.py ├── models.py └── utils.py ├── requirements.txt └── src ├── __init__.py ├── __pycache__ ├── __init__.cpython-310.pyc └── fsd_meta.cpython-310.pyc ├── esc_meta.py ├── fsd50k_distance_matrix.pkl ├── fsd_meta.py ├── label_ops.py ├── manifolds.py ├── taxonomy ├── audioset_ontology.ipynb ├── collection │ ├── collection_dev.csv │ ├── collection_eval.csv │ ├── vocabulary_collection_dev.csv │ └── vocabulary_collection_eval.csv ├── ground_truth │ ├── dev.csv │ ├── eval.csv │ └── vocabulary.csv ├── ontology.json └── taxonomy.ipynb └── taxonomy_distance.ipynb /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JinhuaLiang/LaD-ProtoNet/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JinhuaLiang/LaD-ProtoNet/HEAD/README.md -------------------------------------------------------------------------------- /assets/appendix.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JinhuaLiang/LaD-ProtoNet/HEAD/assets/appendix.pdf -------------------------------------------------------------------------------- /cfg/ALGORITHM/match.yaml: 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