├── .gitignore ├── README.md ├── cli.py ├── configs ├── fewshot.MERT-v1-95M.GTZANGenre.yaml ├── finetune.MERT-v1-95M.GTZANGenre.yaml ├── probe.CLaMP3.GTZANGenre.yaml ├── probe.CLaMP3.MTGGenre.yaml ├── probe.CLaMP3.MTGInstrument.yaml ├── probe.CLaMP3.MTGMood.yaml ├── probe.CLaMP3.MTGTop50.yaml ├── probe.CLaMP3.MTT.yaml ├── probe.DaSheng.GTZANGenre.yaml ├── probe.MERT-v1-95M.Chords1217.yaml ├── probe.MERT-v1-95M.EMO.yaml ├── probe.MERT-v1-95M.GS.yaml ├── probe.MERT-v1-95M.GTZANBeatTracking.yaml ├── probe.MERT-v1-95M.GTZANGenre.yaml ├── probe.MERT-v1-95M.HookTheoryKey.yaml ├── probe.MERT-v1-95M.MTGGenre.yaml ├── probe.MERT-v1-95M.MTGInstrument.yaml ├── probe.MERT-v1-95M.MTGMood.yaml ├── probe.MERT-v1-95M.MTGTop50.yaml ├── probe.MERT-v1-95M.MTT.yaml ├── probe.MERT-v1-95M.MergeGSHT.yaml ├── probe.MuQ.Chords1217.yaml ├── probe.MuQ.EMO.yaml ├── probe.MuQ.GS.yaml ├── probe.MuQ.GTZANBeatTracking.100hz.yaml ├── probe.MuQ.GTZANBeatTracking.yaml ├── probe.MuQ.GTZANGenre.yaml ├── probe.MuQ.HookTheoryKey.yaml ├── probe.MuQ.HookTheoryStructure.yaml ├── probe.MuQ.MTGGenre.yaml ├── probe.MuQ.MTGInstrument.yaml ├── probe.MuQ.MTGMood.yaml ├── probe.MuQ.MTGTop50.yaml ├── probe.MuQ.MTT.yaml ├── probe.MuQ.MergeGSHT.yaml ├── probe.MuQMuLan.MTGGenre.yaml ├── probe.MuQMuLan.MTGInstrument.yaml ├── probe.MuQMuLan.MTGMood.yaml ├── probe.MuQMuLan.MTGTop50.yaml ├── probe.MuQMuLan.MTT.yaml ├── probe.MusicFM.MTGGenre.yaml ├── probe.MusicFM.MTGInstrument.yaml ├── probe.MusicFM.MTGMood.yaml ├── probe.MusicFM.MTGTop50.yaml ├── probe.MusicFM.MTT.yaml ├── probe.Qwen2AudioInstructEncoder.Chords1217.yaml ├── probe.Qwen2AudioInstructEncoder.EMO.yaml ├── probe.Qwen2AudioInstructEncoder.GS.yaml ├── probe.Qwen2AudioInstructEncoder.GTZANBeatTracking.yaml ├── probe.Qwen2AudioInstructEncoder.GTZANGenre.yaml ├── probe.Qwen2AudioInstructEncoder.HookTheoryKey.yaml ├── probe.Xcodec.Chords1217.yaml ├── probe.Xcodec.EMO.yaml ├── probe.Xcodec.GS.yaml ├── probe.Xcodec.GTZANBeatTracking.yaml └── probe.Xcodec.GTZANGenre.yaml ├── download.py ├── marble ├── core │ ├── __init__.py │ ├── base_datamodule.py │ ├── base_decoder.py │ ├── base_encoder.py │ ├── base_task.py │ ├── base_transform.py │ └── utils.py ├── encoders │ ├── CLaMP3 │ │ ├── clamp3_util.py │ │ ├── config.py │ │ ├── hf_pretrains.py │ │ ├── infer_test.py │ │ ├── infer_test2.py │ │ ├── infer_test3.py │ │ ├── mert_util.py │ │ └── model.py │ ├── DaSheng │ │ ├── model.py │ │ ├── pretrained │ │ │ └── pretrained.py │ │ └── train │ │ │ └── models.py │ ├── MERT │ │ ├── MusicHubert.py │ │ ├── configuration_musichubert.py │ │ └── model.py │ ├── MuQ │ │ ├── model.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ └── muq_model.py │ │ ├── modules │ │ │ ├── __init__.py │ │ │ ├── conv.py │ │ │ ├── features.py │ │ │ ├── flash_conformer.py │ │ │ ├── random_quantizer.py │ │ │ └── rvq.py │ │ └── muq.py │ ├── MuQMuLan │ │ ├── model.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── audio.py │ │ │ ├── mulan.py │ │ │ └── text.py │ │ ├── modules │ │ │ ├── __init__.py │ │ │ ├── contrastive.py │ │ │ ├── distributed.py │ │ │ ├── extend_distributed.py │ │ │ ├── tokenizer.py │ │ │ ├── transformer.py │ │ │ ├── utils.py │ │ │ └── vocab │ │ │ │ └── bpe_simple_vocab_16e6.txt │ │ └── muq_mulan.py │ ├── MusicFM │ │ ├── model.py │ │ ├── modules │ │ │ ├── __init__.py │ │ │ ├── conv.py │ │ │ ├── features.py │ │ │ ├── flash_conformer.py │ │ │ └── random_quantizer.py │ │ └── musicfm_25hz.py │ ├── Qwen2AudioInstructEncoder │ │ ├── configuration_qwen2_audio.py │ │ ├── model.py │ │ ├── modeling_qwen2_audio.py │ │ └── processing_qwen2_audio.py │ ├── Qwen2_5OmniEncoder │ │ ├── install_dependency.sh │ │ └── model.py │ ├── Xcodec │ │ ├── descriptaudiocodec │ │ │ └── dac │ │ │ │ ├── __init__.py │ │ │ │ ├── model │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── dac.py │ │ │ │ └── discriminator.py │ │ │ │ └── nn │ │ │ │ ├── __init__.py │ │ │ │ ├── layers.py │ │ │ │ ├── loss.py │ │ │ │ └── quantize.py │ │ ├── model.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ └── soundstream_hubert_new.py │ │ ├── modules │ │ │ ├── __init__.py │ │ │ ├── conv.py │ │ │ ├── loss.py │ │ │ ├── lstm.py │ │ │ ├── norm.py │ │ │ ├── seanet.py │ │ │ └── transformer.py │ │ ├── quantization │ │ │ ├── __init__.py │ │ │ ├── core_vq_lsx_version.py │ │ │ ├── distrib.py │ │ │ └── vq.py │ │ ├── repcodec │ │ │ ├── configs │ │ │ │ ├── repcodec_dim1024.yaml │ │ │ │ ├── repcodec_dim1280.yaml │ │ │ │ └── repcodec_dim768.yaml │ │ │ ├── layers │ │ │ │ └── conv_layer.py │ │ │ └── modules │ │ │ │ ├── decoder.py │ │ │ │ ├── encoder.py │ │ │ │ └── residual_unit.py │ │ ├── requirements.txt │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── ddp_utils.py │ │ │ └── utils.py │ ├── __init__.py │ └── identity │ │ └── model.py ├── modules │ ├── __init__.py │ ├── callbacks.py │ ├── decoders.py │ ├── ema.py │ ├── losses.py │ ├── poolings.py │ └── transforms.py ├── tasks │ ├── Chords1217 │ │ ├── _datamodule.py │ │ ├── datamodule.py │ │ └── probe.py │ ├── EMO │ │ ├── datamodule.py │ │ └── probe.py │ ├── GS │ │ ├── datamodule.py │ │ └── probe.py │ ├── GTZANBeatTracking │ │ ├── datamodule.py │ │ ├── madmom │ │ │ ├── beats.py │ │ │ ├── beats_hmm.py │ │ │ ├── downbeats.py │ │ │ ├── hmm.pyx │ │ │ ├── hmm_numba.py │ │ │ └── processors.py │ │ ├── metrics.py │ │ ├── modules.py │ │ └── probe.py │ ├── GTZANGenre │ │ ├── __init__.py │ │ ├── datamodule.py │ │ ├── fewshot.py │ │ ├── finetune.py │ │ └── probe.py │ ├── HookTheoryChord │ │ └── datamodule.py │ ├── HookTheoryKey │ │ ├── datamodule.py │ │ └── probe.py │ ├── HookTheoryMelody │ │ └── datamodule.py │ ├── HookTheoryStructure │ │ ├── datamodule.py │ │ └── probe.py │ ├── MTGGenre │ │ ├── datamodule.py │ │ └── probe.py │ ├── MTGInstrument │ │ ├── datamodule.py │ │ └── probe.py │ ├── MTGMood │ │ ├── datamodule.py │ │ └── probe.py │ ├── MTGTop50 │ │ ├── datamodule.py │ │ └── probe.py │ └── MTT │ │ ├── datamodule.py │ │ └── probe.py └── utils │ ├── assets │ ├── marble-logo-dark.svg │ └── marble-logo-light.svg │ ├── per.py │ ├── theory │ ├── CommonChords.json │ ├── ExampleAnalysis.json │ ├── README.md │ ├── __init__.py │ ├── align.py │ ├── basic.py │ ├── basic_test.py │ ├── internal.py │ ├── internal_test.py │ ├── lead_sheet.py │ ├── lead_sheet_test.py │ ├── theorytab.py │ ├── theorytab_test.py │ ├── utils.py │ └── utils_test.py │ └── utils.py ├── pyproject.toml ├── scripts ├── fewshot.MERT-v1-95M.GTZANGenre.sh ├── finetune.MERT-v1-95M.GTZANGenre.sh ├── probe.CLaMP3.GTZANGenre.sh ├── probe.CLaMP3.MTGGenre.sh ├── probe.CLaMP3.MTGInstrument.sh ├── probe.CLaMP3.MTGMood.sh ├── probe.CLaMP3.MTGTop50.sh ├── probe.CLaMP3.MTT.sh ├── probe.DaSheng.GTZANGenre.sh ├── probe.MERT-v1-95M.Chords1217.sh ├── probe.MERT-v1-95M.EMO.sh ├── probe.MERT-v1-95M.GS.sh ├── probe.MERT-v1-95M.GTZANBeatTracking.sh ├── probe.MERT-v1-95M.GTZANGenre.sh ├── probe.MERT-v1-95M.HookTheoryKey.sh ├── probe.MERT-v1-95M.MTGGenre.sh ├── probe.MERT-v1-95M.MTGInstrument.sh ├── probe.MERT-v1-95M.MTGMood.sh ├── probe.MERT-v1-95M.MTGTop50.sh ├── probe.MERT-v1-95M.MTT.sh ├── probe.MERT-v1-95M.MergeGSHT.sh ├── probe.MuQ.Chords1217.sh ├── probe.MuQ.EMO.sh ├── probe.MuQ.GS.sh ├── probe.MuQ.GTZANBeatTracking.50hz.sh ├── probe.MuQ.GTZANBeatTracking.sh ├── probe.MuQ.GTZANGenre.sh ├── probe.MuQ.HookTheoryKey.sh ├── probe.MuQ.HookTheoryStructure.sh ├── probe.MuQ.MTGGenre.sh ├── probe.MuQ.MTGInstrument.sh ├── probe.MuQ.MTGMood.sh ├── probe.MuQ.MTGTop50.sh ├── probe.MuQ.MTT.sh ├── probe.MuQ.MergeGSHT.sh ├── probe.MuQMuLan.MTGGenre.sh ├── probe.MuQMuLan.MTGInstrument.sh ├── probe.MuQMuLan.MTGMood.sh ├── probe.MuQMuLan.MTGTop50.sh ├── probe.MuQMuLan.MTT.sh ├── probe.MusicFM.MTGGenre.sh ├── probe.MusicFM.MTGInstrument.sh ├── probe.MusicFM.MTGMood.sh ├── probe.MusicFM.MTGTop50.sh ├── probe.MusicFM.MTT.sh ├── probe.Qwen2AudioInstructEncoder.Chords1217.sh ├── probe.Qwen2AudioInstructEncoder.EMO.sh ├── probe.Qwen2AudioInstructEncoder.GS.sh ├── probe.Qwen2AudioInstructEncoder.GTZANBeatTracking.sh ├── probe.Qwen2AudioInstructEncoder.GTZANGenre.sh ├── probe.Xcodec.Chords1217.sh ├── probe.Xcodec.EMO.sh ├── probe.Xcodec.GS.sh ├── probe.Xcodec.GTZANBeatTracking.sh ├── probe.Xcodec.GTZANGenre.sh ├── run.sh ├── run2.sh ├── run3.sh ├── run4.sh └── run5.sh ├── setup.py ├── sota ├── key_sota_20250618.yaml ├── predict_key.py └── reproduce_key_sota_20250618.sh └── tests ├── benchmark_Chords1217.py ├── commit_model.py ├── download_model.py ├── print_filetree.sh ├── test_Chords1217_dataset.ipynb ├── test_DifferentiableTempoEstimator.py ├── test_GTZANBeatTracking_dataset.ipynb ├── test_GTZAN_dataset.py ├── test_TimeEventFMeasure.py ├── test_hmm.py ├── test_hmm_consistency.py ├── test_hmm_speed.py ├── test_qwen2.5omni_encoder.py ├── test_qwen2audio.py ├── test_qwen2audio_encoder.py └── test_transforms.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/a43992899/MARBLE/HEAD/.gitignore -------------------------------------------------------------------------------- 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