├── .gitignore ├── LICENSE ├── README.md ├── assets ├── models │ ├── d-vector.png │ └── titanet-architecture.png ├── training │ ├── baseline-titanet-ce-train-accuracy.png │ ├── baseline-titanet-ce-train-loss.png │ ├── baseline-titanet-ce-val-accuracy.png │ ├── baseline-titanet-ce-val-loss.png │ ├── titanet-ce-arc-train-accuracy.png │ ├── titanet-ce-arc-train-loss.png │ ├── titanet-ce-arc-val-accuracy.png │ └── titanet-ce-arc-val-loss.png └── visualization │ ├── ls-baseline-ce-svd.png │ ├── ls-baseline-ce-umap.png │ ├── ls-titanet-arc-svd.png │ ├── ls-titanet-arc-umap.png │ ├── ls-titanet-ce-svd.png │ ├── ls-titanet-ce-umap.png │ ├── vctk-baseline-ce-svd.png │ ├── vctk-baseline-ce-umap.png │ ├── vctk-titanet-arc-svd.png │ ├── vctk-titanet-arc-umap.png │ ├── vctk-titanet-ce-svd.png │ └── vctk-titanet-ce-umap.png ├── init ├── colab_requirements.txt └── requirements.txt ├── parameters.yml ├── src ├── datasets.py ├── learn.py ├── losses.py ├── models.py ├── modules.py ├── train.py ├── 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