├── .github └── workflows │ ├── publish_to_pypi.yml │ ├── python-tests.yml │ └── ruff.yml ├── .gitignore ├── LICENSE ├── MODELS_LICENSE ├── README.md ├── cfg ├── downstream │ ├── chords.gin │ ├── gtzan_zsl.gin │ ├── nsynth_pitch.gin │ ├── nsynth_pitch_l11.gin │ ├── pianosyllabus.gin │ ├── structure.gin │ ├── tagging.gin │ └── tagging_local.gin ├── fsq │ ├── config_masking_conformer_multiview_au_to_all_large_25hz_fsq.gin │ ├── config_masking_conformer_multiview_au_to_encmelcqt_large_25hz_fsq_newnorm.gin │ ├── config_masking_conformer_multiview_au_to_encmelcqt_large_25hz_fsq_newnorm_5d4l.gin │ ├── config_masking_conformer_multiview_au_to_encmelcqt_large_25hz_fsq_newnorm_5d5l.gin │ └── config_masking_conformer_multiview_mel_to_mel_large_25hz_fsq.gin ├── rq_multiview_audio │ ├── config_masking_conformer_multiview_au_to_all_large.gin │ ├── config_masking_conformer_multiview_au_to_all_large_25hz.gin │ ├── config_masking_conformer_multiview_au_to_all_large_shuffle_mask.gin │ ├── config_masking_conformer_multiview_au_to_all_small.gin │ ├── config_masking_conformer_multiview_au_to_au_large.gin │ ├── config_masking_conformer_multiview_au_to_au_small.gin │ ├── config_masking_conformer_multiview_au_to_cqt_large.gin │ ├── config_masking_conformer_multiview_au_to_cqt_small.gin │ ├── config_masking_conformer_multiview_au_to_encmelcqt_25hz_newnorm_large.gin │ ├── config_masking_conformer_multiview_au_to_encmelcqt_newnorm_large.gin │ ├── config_masking_conformer_multiview_au_to_encmelcqt_small.gin │ ├── config_masking_conformer_multiview_au_to_mel_large.gin │ └── config_masking_conformer_multiview_au_to_mel_small.gin ├── rq_multiview_encodec │ ├── config_masking_conformer_multiview_enc_to_all_large.gin │ ├── config_masking_conformer_multiview_enc_to_all_small.gin │ ├── config_masking_conformer_multiview_enc_to_au_large.gin │ ├── config_masking_conformer_multiview_enc_to_au_small.gin │ ├── config_masking_conformer_multiview_enc_to_auenccqt_large.gin │ ├── config_masking_conformer_multiview_enc_to_auenccqt_small.gin │ ├── config_masking_conformer_multiview_enc_to_auencmel_large.gin │ ├── config_masking_conformer_multiview_enc_to_auencmel_small.gin │ ├── config_masking_conformer_multiview_enc_to_aumelcqt_large.gin │ ├── config_masking_conformer_multiview_enc_to_aumelcqt_small.gin │ ├── config_masking_conformer_multiview_enc_to_cqt_large.gin │ ├── config_masking_conformer_multiview_enc_to_cqt_small.gin │ ├── config_masking_conformer_multiview_enc_to_enc_large.gin │ ├── config_masking_conformer_multiview_enc_to_enc_small.gin │ ├── config_masking_conformer_multiview_enc_to_encmelcqt_large.gin │ ├── config_masking_conformer_multiview_enc_to_encmelcqt_small.gin │ ├── config_masking_conformer_multiview_enc_to_mel_large.gin │ └── config_masking_conformer_multiview_enc_to_mel_small.gin ├── rq_single_view │ ├── config.gin │ ├── config_conformer_encodec.gin │ ├── config_conformer_local.gin │ ├── config_masking.gin │ ├── config_masking_conformer_1cb_large.gin │ ├── config_masking_conformer_huge.gin │ ├── config_masking_conformer_large.gin │ ├── config_masking_conformer_small.gin │ ├── config_masking_conformer_small_cqt.gin │ ├── config_masking_conformer_tiny.gin │ └── config_masking_local.gin └── text_audio │ ├── config_clap_dev.gin │ ├── config_clap_dev_upf_hpc.gin │ ├── config_clap_mpnet_base_v2_ssl_a2a_large.gin │ ├── config_clap_mpnet_base_v2_ssl_a2a_small.gin │ └── config_clap_mpnet_base_v2_ssl_a2a_small_debug.gin ├── data ├── discotube │ ├── README │ ├── audio2rawbytes.py │ ├── generate.bash │ ├── generate_mmap.bash │ ├── rawbytes2audio.py │ ├── remove_empty_mmap.py │ ├── slurm_audio2mmap.bash │ ├── subset_audio2mmap.py │ ├── train_v0.txt │ └── val_v0.txt └── pse │ ├── README.md │ ├── audio2mmap.py │ └── audio2mmap.sh ├── hugging_face ├── export_ssl_model_encoder_weights.py └── upload_to_hugging_face.py ├── img ├── README.md └── omaro_the_original.png ├── package_list.txt ├── pyproject.toml ├── slurm ├── README.md ├── clap_mpnet_base_v2_ssl_a2a_large.sh ├── clap_mpnet_base_v2_ssl_a2a_small.sh ├── clap_mpnet_base_v2_ssl_a2a_small_debug.sh ├── code_sync_example.sh ├── compute_stats_conformer_cqt.sh ├── compute_stats_conformer_encodec.sh ├── downstream.sh ├── masking.sh ├── masking_conformer_encodec.sh ├── masking_conformer_huge.sh ├── masking_conformer_large.sh ├── masking_conformer_multiview_au_to_all_large.sh ├── masking_conformer_multiview_au_to_all_large_25hz.sh ├── masking_conformer_multiview_au_to_all_large_25hz_fsq.sh ├── masking_conformer_multiview_au_to_all_large_shuffle_mask.sh ├── masking_conformer_multiview_au_to_all_small.sh ├── masking_conformer_multiview_au_to_au_large.sh ├── masking_conformer_multiview_au_to_au_small.sh ├── masking_conformer_multiview_au_to_cqt_large.sh ├── masking_conformer_multiview_au_to_cqt_small.sh ├── masking_conformer_multiview_au_to_mel_large.sh ├── masking_conformer_multiview_au_to_mel_small.sh ├── masking_conformer_multiview_enc_to_all_large.sh ├── masking_conformer_multiview_enc_to_all_small.sh ├── masking_conformer_multiview_enc_to_au_large.sh ├── masking_conformer_multiview_enc_to_au_small.sh ├── masking_conformer_multiview_enc_to_auenccqt_large.sh ├── masking_conformer_multiview_enc_to_auenccqt_small.sh ├── masking_conformer_multiview_enc_to_auencmel_large.sh ├── masking_conformer_multiview_enc_to_auencmel_small.sh ├── masking_conformer_multiview_enc_to_aumelcqt_large.sh ├── masking_conformer_multiview_enc_to_aumelcqt_small.sh ├── masking_conformer_multiview_enc_to_cqt_large.sh ├── masking_conformer_multiview_enc_to_cqt_small.sh ├── masking_conformer_multiview_enc_to_enc_large.sh ├── masking_conformer_multiview_enc_to_enc_small.sh ├── masking_conformer_multiview_enc_to_encmelcqt_large.sh ├── masking_conformer_multiview_enc_to_encmelcqt_small.sh ├── masking_conformer_multiview_enc_to_mel_large.sh ├── masking_conformer_multiview_enc_to_mel_small.sh ├── masking_conformer_small.sh ├── masking_conformer_tiny.sh ├── predict.sh ├── template_cluster.sh └── wandb_sync_example.sh ├── src ├── omar_rq │ ├── __init__.py │ ├── callbacks.py │ ├── compute_input_stats.py │ ├── cosineannealingscheduler.py │ ├── data │ │ ├── __init__.py │ │ ├── data_utils.py │ │ ├── discotube.py │ │ └── discotube_text_audio.py │ ├── downstream.py │ ├── get_model.py │ ├── modules │ │ ├── __init__.py │ │ ├── classifier.py │ │ ├── codebooks.py │ │ ├── finite_scalar_quantizer.py │ │ ├── maskingmodel.py │ │ └── simclr.py │ ├── nets │ │ ├── __init__.py │ │ ├── common_former.py │ │ ├── conformer.py │ │ ├── cqt.py │ │ ├── encodec.py │ │ ├── melspectrogram.py │ │ ├── mlp.py │ │ ├── net.py │ │ ├── rope.py │ │ ├── transformer.py │ │ └── waveform.py │ ├── predict.py │ ├── prediction │ │ ├── callbacks.py │ │ └── dataset.py │ ├── probe │ │ ├── data │ │ │ ├── __init__.py │ │ │ ├── magnatagatune.py │ │ │ └── nsynth_pitch.py │ │ └── modules │ │ │ ├── __init__.py │ │ │ └── sequence_classifiers.py │ ├── train.py │ └── utils.py └── utils.py └── tests └── test_omar_rq.py /.github/workflows/publish_to_pypi.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MTG/omar-rq/HEAD/.github/workflows/publish_to_pypi.yml -------------------------------------------------------------------------------- /.github/workflows/python-tests.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MTG/omar-rq/HEAD/.github/workflows/python-tests.yml -------------------------------------------------------------------------------- /.github/workflows/ruff.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MTG/omar-rq/HEAD/.github/workflows/ruff.yml -------------------------------------------------------------------------------- /.gitignore: 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