LICENSE
README.md
pyproject.toml
deepfense/__init__.py
deepfense/hub.py
deepfense.egg-info/PKG-INFO
deepfense.egg-info/SOURCES.txt
deepfense.egg-info/dependency_links.txt
deepfense.egg-info/entry_points.txt
deepfense.egg-info/requires.txt
deepfense.egg-info/top_level.txt
deepfense/cli/__init__.py
deepfense/cli/main.py
deepfense/cli/commands/__init__.py
deepfense/cli/commands/download.py
deepfense/cli/commands/list_components.py
deepfense/cli/commands/test.py
deepfense/cli/commands/train.py
deepfense/config/train.yaml
deepfense/config/examples/augmentations_concat_all.yaml
deepfense/config/examples/augmentations_heavy.yaml
deepfense/config/examples/augmentations_no_pad.yaml
deepfense/config/examples/augmentations_parallel.yaml
deepfense/config/examples/augmentations_sequential.yaml
deepfense/config/examples/backend_mlp.yaml
deepfense/config/examples/loss_ocsoftmax.yaml
deepfense/config/experiments/generate_batch1_configs.py
deepfense/config/experiments/generate_batch2_configs.py
deepfense/config/experiments/generate_batch3_configs.py
deepfense/config/experiments/generate_batch4_configs.py
deepfense/config/experiments/generate_batch5_ASV5.py
deepfense/config/experiments/generate_batch7_PartialSpoof.py
deepfense/config/experiments/generate_batch_ADD23.py
deepfense/config/experiments/generate_batch_FakeMusicCaps.py
deepfense/config/parquets/generate_asv19.py
deepfense/config/parquets/generate_asv21_la.py
deepfense/config/parquets/generate_partialspoof.py
deepfense/config/parquets/ADD22/generate_add22.py
deepfense/config/parquets/ADD23/generate_add23.py
deepfense/config/parquets/ASV5/generate_asv5.py
deepfense/config/parquets/CodecFake/generate_codecfake.py
deepfense/config/parquets/CompSpoof/generate_compspoof.py
deepfense/config/parquets/CtrSVDD/generate_ctrsvdd.py
deepfense/config/parquets/DECRO/generate_decro.py
deepfense/config/parquets/DFADD/generate_dfadd.py
deepfense/config/parquets/EnvSDD/generate_envsdd.py
deepfense/config/parquets/EnvSSD/generate_envssd.py
deepfense/config/parquets/FakeMusicCaps/clean_parquet_files.py
deepfense/config/parquets/FakeMusicCaps/generate_fakemusiccaps.py
deepfense/config/parquets/FoR/generate_for.py
deepfense/config/parquets/HABLA/generate_habla.py
deepfense/config/parquets/InTheWild/generate_itw.py
deepfense/config/parquets/MLAAD/generate_mlaad.py
deepfense/config/parquets/ODSS/generate_odss.py
deepfense/config/parquets/ReplayDF/generate_replaydf.py
deepfense/config/parquets/SONICS/generate_sonics.py
deepfense/config/parquets/SpeechFake/generate_speechfake.py
deepfense/config/parquets/SpoofCeleb/generate_spoofceleb.py
deepfense/config/parquets/VCapAV/generate_vcapav.py
deepfense/config/parquets/WaveFake/generate_wavefake.py
deepfense/data/__init__.py
deepfense/data/base_dataset.py
deepfense/data/data_utils.py
deepfense/data/detection_dataset.py
deepfense/data/transforms/__init__.py
deepfense/data/transforms/audio_utils.py
deepfense/data/transforms/augmentations.py
deepfense/data/transforms/transforms.py
deepfense/data/transforms/RawBoost/RawBoost.py
deepfense/data/transforms/RawBoost/__init__.py
deepfense/data/transforms/RawBoost/data_utils_rawboost.py
deepfense/models/__init__.py
deepfense/models/base_model.py
deepfense/models/detector.py
deepfense/models/backends/__init__.py
deepfense/models/backends/aasist.py
deepfense/models/backends/ecapa_tdnn.py
deepfense/models/backends/mlp.py
deepfense/models/backends/nes2net.py
deepfense/models/backends/rawnet.py
deepfense/models/backends/tcm.py
deepfense/models/frontends/__init__.py
deepfense/models/frontends/aut_qwen.py
deepfense/models/frontends/eat.py
deepfense/models/frontends/hubert.py
deepfense/models/frontends/mert.py
deepfense/models/frontends/utils.py
deepfense/models/frontends/wav2vec2.py
deepfense/models/frontends/wavlm.py
deepfense/models/losses/__init__.py
deepfense/models/losses/a_softmax.py
deepfense/models/losses/am_softmax.py
deepfense/models/losses/cross_entropy.py
deepfense/models/losses/oc_softmax.py
deepfense/models/modules/pool.py
deepfense/models/modules/conformer/conformer.py
deepfense/models/modules/fairseq_local/__init__.py
deepfense/models/modules/fairseq_local/loader.py
deepfense/models/modules/fairseq_local/models.py
deepfense/models/modules/wavlm/modules.py
deepfense/models/modules/wavlm/wavlm.py
deepfense/training/__init__.py
deepfense/training/base_trainer.py
deepfense/training/set_seed.py
deepfense/training/standard_trainer.py
deepfense/training/evaluations/__init__.py
deepfense/training/evaluations/compute_actdcf.py
deepfense/training/evaluations/compute_cllr.py
deepfense/training/evaluations/compute_eer.py
deepfense/training/evaluations/compute_eer_ci.py
deepfense/training/evaluations/compute_mindcf.py
deepfense/training/evaluations/evaluator.py
deepfense/training/evaluations/metrics.py
deepfense/training/evaluations/utils.py
deepfense/training/optimizers/__init__.py
deepfense/training/optimizers/utils.py
deepfense/training/schedulers/__init__.py
deepfense/training/schedulers/utils.py
deepfense/utils/__init__.py
deepfense/utils/registry.py
deepfense/utils/visualization.py
scripts/build_gender_scores.py
scripts/build_language_scores.py
scripts/build_quality_scores.py
scripts/normalize_and_push_labeling.py
scripts/data_preparation/create_config_parquets.py
scripts/data_preparation/generate_asv19.py
scripts/data_preparation/generate_asv21_la.py
scripts/data_preparation/generate_partialspoof.py
scripts/data_preparation/inspect_parquet.py
scripts/data_preparation/upload_to_hf.py
scripts/data_preparation/ADD22/generate_add22.py
scripts/data_preparation/ADD23/generate_add23.py
scripts/data_preparation/ASV5/generate_asv5.py
scripts/data_preparation/CodecFake/generate_codecfake.py
scripts/data_preparation/CompSpoof/generate_compspoof.py
scripts/data_preparation/CtrSVDD/generate_ctrsvdd.py
scripts/data_preparation/DECRO/generate_decro.py
scripts/data_preparation/DFADD/generate_dfadd.py
scripts/data_preparation/EnvSDD/generate_envsdd.py
scripts/data_preparation/EnvSSD/generate_envssd.py
scripts/data_preparation/FakeMusicCaps/clean_parquet_files.py
scripts/data_preparation/FakeMusicCaps/generate_fakemusiccaps.py
scripts/data_preparation/FoR/generate_for.py
scripts/data_preparation/HABLA/generate_habla.py
scripts/data_preparation/InTheWild/generate_itw.py
scripts/data_preparation/MLAAD/build_mlaad_final_parquet.py
scripts/data_preparation/MLAAD/generate_mlaad.py
scripts/data_preparation/ODSS/generate_odss.py
scripts/data_preparation/ReplayDF/generate_replaydf.py
scripts/data_preparation/SONICS/generate_sonics.py
scripts/data_preparation/SpeechFake/generate_speechfake.py
scripts/data_preparation/SpoofCeleb/generate_spoofceleb.py
scripts/data_preparation/VCapAV/generate_vcapav.py
scripts/data_preparation/WaveFake/generate_wavefake.py
scripts/gender_labels/asv19_train_gender_stats.py
scripts/gender_labels/codecfake_train_gender_stats.py
scripts/labeling_upload/gender/combine_per_model.py
scripts/labeling_upload/language/combine_per_model.py
scripts/labeling_upload/quality/combine_per_model.py
scripts/labeling_upload/quality/csvs_to_one_excel.py
scripts/prediction_scores/build_experiment_tables.py
scripts/prediction_scores/download_prediction_scores.py
scripts/prediction_scores/restructure_ASV19_like_ADD23.py
scripts/prediction_scores/restructure_like_ADD23.py
scripts/prediction_scores/experiment_tables/build_wide_extra_tsv.py
scripts/prediction_scores/experiment_tables/build_wide_tsv.py
scripts/table_analysis/download_deepfense_results.py
tests/create_samples.py