├── .gitignore ├── README.md ├── configs ├── barlowtwins_b256_0.005.yml ├── simclr_b256.yml ├── vicreg_b1024.yml ├── vicreg_b2048.yml ├── vicreg_b256.yml ├── vicreg_b256_1_0.5_0.1.yml ├── vicreg_b256_1_1_0.04.yml ├── vicreg_b256_1_1_0.1.yml ├── vicreg_b256_1_1_0.yml ├── vicreg_b256_aug_musan.yml ├── vicreg_b256_aug_none.yml ├── vicreg_b256_aug_rir.yml ├── vicreg_b256_comp_1.yml ├── vicreg_b256_comp_2.yml ├── vicreg_b256_comp_3.yml ├── vicreg_b256_comp_4.yml ├── vicreg_b256_mlp_1024.yml ├── vicreg_b256_mlp_512.yml ├── vicreg_b256_mlp_none.yml └── vicreg_b512.yml ├── evaluate.py ├── evaluate_label_efficient.py ├── notebooks ├── evaluate.ipynb └── test_augmentation.ipynb ├── prepare_data.py ├── prepare_data_vox2.py ├── requirements.txt ├── run.sh ├── setup.py ├── sslforslr ├── __init__.py ├── configs.py ├── dataset │ ├── AudioAugmentation.py │ ├── AudioDatasetLoader.py │ ├── SupervisedTrainingSampler.py │ ├── __init__.py │ └── utils.py ├── models │ ├── __init__.py │ ├── cpc │ │ ├── CPC.py │ │ ├── CPCModelConfig.py │ │ └── __init__.py │ ├── encoders │ │ ├── CPCEncoder.py │ │ ├── SincEncoder.py │ │ ├── ThinResNet34Encoder.py │ │ ├── Wav2SpkEncoder.py │ │ ├── XVectorEncoder.py │ │ └── __init__.py │ ├── lim │ │ ├── LIM.py │ │ ├── LIMModelConfig.py │ │ └── __init__.py │ ├── moco │ │ ├── MoCo.py │ │ ├── MoCoModelConfig.py │ │ └── __init__.py │ └── simclr │ │ ├── SimCLR.py │ │ ├── SimCLRModelConfig.py │ │ └── __init__.py ├── modules │ ├── BarlowTwins.py │ ├── SincConv.py │ ├── VICReg.py │ ├── VectorQuantizer.py │ └── __init__.py └── utils │ ├── __init__.py │ ├── callbacks.py │ ├── evaluate.py │ └── helpers.py └── train.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/theolepage/ssl-for-slr/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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