├── Dataset Processing ├── README.md ├── Specific Scripts │ ├── README.md │ ├── folder_sort_ESC.py │ ├── folder_sort_KAGGLE18.py │ ├── folder_sort_NSYNTH.py │ └── pruning_BirdClef.py ├── full_stack_ESC.py ├── full_stack_KAGGLE.py ├── full_stack_NSYNTH.py ├── to_np_and_norm.py ├── to_spec.py └── to_var_spec.py ├── Dataset Splits ├── Baseline │ ├── BirdClef_norm_split.npy │ ├── BirdClef_norm_split_PRUNED.npy │ ├── ESC_paper_splits.npy │ ├── Kaggle18_norm_split.npy │ ├── NSYNTH_norm_split.npy │ ├── README.md │ └── VoxCeleb_norm_split.npy ├── Length Shift & Stratified │ ├── Codes │ │ ├── dist_search.py │ │ ├── length_dist.py │ │ └── utils.py │ ├── Images │ │ └── length_dist.png │ ├── Kaggle_18_shifted_split.npy │ ├── Kaggle_18_stratified_split.npy │ ├── README.md │ ├── VoxCeleb_shifted_split.npy │ └── VoxCeleb_stratified_split.npy ├── Meta-Aware │ ├── ESC_meta_strat_split.npy │ ├── NSYNTH_meta_strat_split.npy │ ├── README.md │ └── major_groupings.csv └── README.md ├── Examples ├── MAML_ESC │ ├── BaseLooper.py │ ├── MAML_Main.py │ ├── all_prep_batches.py │ ├── dataset_ │ │ ├── BasicDatasetClasses.py │ │ ├── DatasetClasses.py │ │ ├── SetupClass.py │ │ ├── dataset_stuff.py │ │ ├── splits │ │ │ ├── BirdClef_norm_split.npy │ │ │ ├── ESC_paper_splits.npy │ │ │ ├── Kaggle18_norm_split.npy │ │ │ ├── NSYNTH_norm_split.npy │ │ │ └── VoxCeleb_norm_split.npy │ │ └── stat_recorder_class.py │ ├── fit.py │ ├── maml_experiment_params.yaml │ ├── meta_steps.py │ ├── model_selection.py │ ├── models │ │ ├── Conv_and_Hybrid.py │ │ ├── __pycache__ │ │ │ ├── ACDNets_.cpython-38.pyc │ │ │ ├── AFTs.cpython-38.pyc │ │ │ ├── AST.cpython-36.pyc │ │ │ ├── AST.cpython-38.pyc │ │ │ ├── Conv_and_Hybrid.cpython-36.pyc │ │ │ ├── Conv_and_Hybrid.cpython-38.pyc │ │ │ ├── FSD50_CRNN.cpython-36.pyc │ │ │ ├── FSD50_CRNN.cpython-38.pyc │ │ │ ├── ResNet.cpython-36.pyc │ │ │ └── ResNet.cpython-38.pyc │ │ └── params │ │ │ └── all_model_params.yaml │ ├── task_sampling_classes.py │ └── utils.py ├── Proto_Kaggle18 │ ├── BaseLooperProto.py │ ├── ProtoMain.py │ ├── all_prep_batches.py │ ├── dataset_ │ │ ├── BasicDatasetClasses.py │ │ ├── DatasetClasses.py │ │ ├── SetupClass.py │ │ ├── dataset_stuff.py │ │ ├── splits │ │ │ └── Kaggle18_norm_split.npy │ │ └── stat_recorder_class.py │ ├── fit_proto.py │ ├── metrics.py │ ├── model_selection.py │ ├── models │ │ ├── Conv_and_Hybrid.py │ │ └── params │ │ │ └── all_model_params.yaml │ ├── proto_params.yaml │ ├── proto_steps.py │ ├── task_sampling_classes.py │ └── utils_proto.py ├── README.md └── SimpleShot_ESC │ ├── SS_looper.py │ ├── SimpleShot_params.yaml │ ├── dataset_ │ ├── BasicDatasetClasses.py │ ├── DatasetClasses.py │ ├── SetupClass.py │ ├── VC_dataset.py │ ├── VC_task_sampling.py │ ├── dataset_stuff.py │ ├── norm_stats │ │ ├── global_ESC_spec_fixed__0.7_0.1_0.2.npy │ │ ├── global_Kaggle_18_10s_variable_spec_fixed__0.7_0.1_0.2.npy │ │ └── global_VoxCeleb_5s_variable_spec_fixed__0.7_0.1_0.2.npy │ ├── splits │ │ ├── BirdClef_norm_split.npy │ │ ├── ESC_paper_splits.npy │ │ ├── Kaggle18_norm_split.npy │ │ ├── NSYNTH_norm_split.npy │ │ └── VoxCeleb_norm_split.npy │ └── stat_recorder_class.py │ ├── main_simpleshot.py │ ├── metric.py │ ├── model_selection.py │ ├── models │ ├── Conv_and_Hybrid_ss.py │ └── params │ │ └── all_model_params.yaml │ ├── prep_batch_functions.py │ ├── simpleshot_fit.py │ ├── ss_steps.py │ ├── task_sampling_classes.py │ ├── transforms.py │ └── utils.py ├── MetaAudio_ICANN22_slide_deck.pptx ├── Other Files ├── Hyperparameter File.xlsx └── Results_w_CI.xlsx ├── Paper Results ├── README.md ├── external.png └── headline.png ├── README.md ├── Small Scale Pre-Training ├── README.md ├── Supervised_Pretrain │ ├── Main_pretrain.py │ ├── dataset_ │ │ ├── BasicDatasetClasses.py │ │ ├── DatasetClasses.py │ │ ├── SetupClass.py │ │ ├── dataset_stuff.py │ │ └── stat_recorder_class.py │ ├── experiment_params.yaml │ ├── model_selection.py │ ├── models │ │ ├── Global_CNN_and_Hybrid_SS.py │ │ └── params │ │ │ └── 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