├── .env.example ├── .gitignore ├── LICENCE ├── README.md ├── config ├── callbacks │ ├── debugging.yaml │ ├── default_speech.yaml │ ├── none.yaml │ ├── speaker_default.yaml │ └── speaker_early_stopping.yaml ├── data │ ├── dataloader │ │ ├── speaker.yaml │ │ └── speech.yaml │ ├── module │ │ ├── librispeech.yaml │ │ ├── voxceleb1.yaml │ │ ├── voxceleb1_pairs.yaml │ │ ├── voxceleb1_triplets.yaml │ │ ├── voxceleb2.yaml │ │ ├── voxceleb2_pairs.yaml │ │ ├── voxceleb2_test_everyone.yaml │ │ ├── voxceleb2_test_hard.yaml │ │ └── voxceleb2_triplets.yaml │ ├── pipeline │ │ ├── wav2vec_base_pipeline.yaml │ │ ├── wav2vec_full_seq_pipeline.yaml │ │ ├── wav2vec_pair_pipeline.yaml │ │ ├── wav2vec_short_seq_pipeline.yaml │ │ ├── xvector_all_augment_pipeline.yaml │ │ ├── xvector_dropout_augment_pipeline.yaml │ │ ├── xvector_pipeline.yaml │ │ └── xvector_rirs_augment.yaml │ └── shards │ │ ├── shards_librispeech.yaml │ │ └── shards_voxceleb.yaml ├── evaluator │ ├── cosine_distance.yaml │ ├── cosine_distance_with_train_data.yaml │ ├── lda.yaml │ └── plda.yaml ├── experiment │ ├── speaker_dummy.yaml │ ├── speaker_ecapa_tdnn.yaml │ ├── speaker_wav2vec2_aam.yaml │ ├── speaker_wav2vec2_ce.yaml │ ├── speaker_wav2vec2_ctc.yaml │ ├── speaker_wav2vec2_pairs.yaml │ ├── speaker_wav2vec2_triplet.yaml │ ├── speaker_wav2vec2_triplet_ce.yaml │ ├── speaker_xvector.yaml │ └── speech_wav2vec2_ctc.yaml ├── hydra │ └── launcher │ │ └── slurm.yaml ├── network │ ├── dummy.yaml │ ├── ecapa_tdnn.yaml │ ├── wav2spk.yaml │ ├── wav2vec2_fc.yaml │ ├── wav2vec2_fc_letter.yaml │ ├── wav2vec2_paired.yaml │ ├── wav2vec_fc.yaml │ ├── wav2vec_xvector.yaml │ └── xvector.yaml ├── optim │ ├── algo │ │ ├── adam.yaml │ │ └── sgd.yaml │ ├── loss │ │ ├── aam_softmax.yaml │ │ ├── binary_cross_entropy.yaml │ │ ├── cross_entropy.yaml │ │ ├── ctc.yaml │ │ ├── triplet.yaml │ │ └── triplet_ce.yaml │ └── schedule │ │ ├── constant.yaml │ │ ├── cyclic.yaml │ │ ├── exp_decay.yaml │ │ ├── one_cycle.yaml │ │ ├── reduce_on_plateau.yaml │ │ ├── schedule_wav2spk.yaml │ │ ├── schedule_wav2vec_fan_etal.yaml │ │ └── tri_stage.yaml ├── predict.yaml ├── profiler │ ├── advanced.yaml │ └── simple.yaml ├── search │ ├── lr_and_aam_loss.yaml │ ├── lr_and_pooling.yaml │ └── lr_and_schedule_search.yaml ├── tokenizer │ └── default.yaml ├── train_eval.yaml └── trainer │ ├── debug_trainer.yaml │ └── trainer.yaml ├── convert_voxceleb2.sh ├── paper_results ├── auto_lr_find │ ├── ecapa │ │ ├── .hydra │ │ │ ├── config.yaml │ │ │ ├── hydra.yaml │ │ │ └── overrides.yaml │ │ ├── data.json │ │ ├── lightning_logs │ │ │ └── version_0 │ │ │ │ └── events.out.tfevents.1631794798.katara.82853.0 │ │ ├── plot.png │ │ ├── plot_lr_eer.png │ │ ├── plot_lr_eer_zoomed.png │ │ └── run.log │ ├── grid_search_results.csv │ ├── plot_auto_lr.py │ ├── plot_eer_and_lr_find.py │ ├── plot_eer_and_lr_find_broken.py │ ├── wav2vec2-sv-aam │ │ ├── .hydra │ │ │ ├── config.yaml │ │ │ ├── hydra.yaml │ │ │ └── overrides.yaml │ │ ├── data.json │ │ ├── lightning_logs │ │ │ └── version_0 │ │ │ │ └── events.out.tfevents.1631044502.katara.6664.0 │ │ ├── plot.png │ │ ├── plot_lr_eer.png │ │ ├── plot_lr_eer_zoomed.png │ │ └── run.log │ ├── wav2vec2-sv-bce │ │ ├── .hydra │ │ │ ├── config.yaml │ │ │ ├── hydra.yaml │ │ │ └── overrides.yaml │ │ ├── data.json │ │ ├── lightning_logs │ │ │ └── version_0 │ │ │ │ └── events.out.tfevents.1631113238.katara.16035.0 │ │ ├── plot.png │ │ ├── plot_lr_eer.png │ │ ├── plot_lr_eer_zoomed.png │ │ └── run.log │ ├── wav2vec2-sv-ce │ │ ├── .hydra │ │ │ ├── config.yaml │ │ │ ├── hydra.yaml │ │ │ └── overrides.yaml │ │ ├── data.json │ │ ├── lightning_logs │ │ │ └── version_0 │ │ │ │ └── events.out.tfevents.1631043151.katara.6259.0 │ │ ├── plot.png │ │ ├── plot_lr_eer.png │ │ ├── plot_lr_eer_zoomed.png │ │ └── run.log │ ├── wav2vec2-sv-ctc │ │ ├── .hydra │ │ │ ├── config.yaml │ │ │ ├── hydra.yaml │ │ │ └── overrides.yaml │ │ ├── data.json │ │ ├── lightning_logs │ │ │ └── version_0 │ │ │ │ └── events.out.tfevents.1631793388.katara.71473.0 │ │ ├── plot.png │ │ ├── plot_lr_eer.png │ │ └── run.log │ └── xvector │ │ ├── .hydra │ │ ├── config.yaml │ │ ├── hydra.yaml │ │ └── overrides.yaml │ │ ├── data.json │ │ ├── lightning_logs │ │ └── version_0 │ │ │ └── events.out.tfevents.1631794594.katara.80664.0 │ │ ├── plot.png │ │ ├── plot_lr_eer.png │ │ ├── plot_lr_eer_zoomed.png │ │ └── run.log └── run_tests_pool.py ├── predict.py ├── preparation_scripts ├── download_and_prepare_rirs.sh ├── download_librispeech.sh ├── download_pretrained_models.sh ├── download_voxceleb_meta.sh ├── hydra_bash_complete.sh ├── set_cuda_dependencies.sh ├── validate_scores.py └── voxceleb2_convert_to_wav.py ├── pyproject.toml ├── requirements ├── requirements_cuda101.txt ├── requirements_cuda111.txt └── requirements_py1.9_cuda111.txt ├── run.py └── src ├── __init__.py ├── callbacks ├── __init__.py ├── input_monitor_callback.py ├── memory_monitor.py └── progress_tracker_callback.py ├── config_util.py ├── data ├── __init__.py ├── collating.py ├── common.py ├── modules │ ├── __init__.py │ ├── speaker │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── speaker_data_module.cpython-38.pyc │ │ │ ├── training_batch_speaker.cpython-38.pyc │ │ │ └── voxceleb.cpython-38.pyc │ │ ├── speaker_data_module.py │ │ ├── training_batch_speaker.py │ │ └── voxceleb.py │ └── speech │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── librispeech.cpython-38.pyc │ │ ├── speech_data_module.cpython-38.pyc │ │ └── training_batch_speech.cpython-38.pyc │ │ ├── librispeech.py │ │ ├── speech_data_module.py │ │ └── training_batch_speech.py ├── preprocess │ ├── __init__.py │ ├── audio_features.py │ ├── augment.py │ ├── base.py │ ├── input_normalisation.py │ └── random_chunks.py └── util.py ├── eval_metrics.py ├── evaluation ├── __init__.py ├── speaker │ ├── __init__.py │ ├── cosine_distance.py │ ├── lda.py │ ├── plda.py │ └── speaker_recognition_evaluator.py └── speech │ ├── __init__.py │ └── wer.py ├── hydra_resolvers.py ├── layers ├── __init__.py ├── embedding_masking.py ├── pooling.py └── temporal_gating.py ├── lightning_modules ├── __init__.py ├── base_lightning_module.py ├── multitask │ ├── __init__.py │ └── mt_speech_speaker_module.py ├── speaker │ ├── __init__.py │ ├── dummy.py │ ├── ecapa_tdnn.py │ ├── paired_speaker_recognition_module.py │ ├── speaker_recognition_module.py │ ├── wav2spk.py │ ├── wav2vec2_ctc.py │ ├── wav2vec2_fc.py │ ├── wav2vec2_paired_input.py │ ├── wav2vec_fc.py │ ├── wav2vec_xvector.py │ └── xvector.py └── speech │ ├── __init__.py │ ├── speech_recognition_module.py │ └── wav2vec2_fc_letter.py ├── main.py ├── models ├── __init__.py ├── wav2vec.py └── wav2vec2.py ├── optim ├── __init__.py ├── loss │ ├── __init__.py │ ├── aam_softmax.py │ ├── binary_cross_entropy.py │ ├── cross_entropy.py │ ├── ctc_loss.py │ ├── triplet_ce_loss.py │ └── triplet_loss.py └── schedule │ ├── __init__.py │ └── tri_stage.py ├── predict.py 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