├── README.md ├── data └── dataloader_cfm.py ├── demos ├── sound_epoch5_music_10s_v2 │ ├── 0_refer.wav │ ├── 1_refer.wav │ ├── 2_refer.wav │ ├── 3_refer.wav │ ├── 4_refer.wav │ └── 5_refer.wav └── sound_epoch5_speech_10s_v2 │ ├── p225_001.wav │ ├── p225_002.wav │ ├── p225_003.wav │ ├── p225_004.wav │ ├── p226_002.wav │ ├── p231_001.wav │ ├── p231_002.wav │ ├── p232_001.wav │ └── p266_005.wav ├── infer.py ├── infer.sh ├── models ├── AudioDiffusion1D.py ├── PretrainedModel.py ├── abs_model.py ├── attention.py ├── gptc.py ├── model_config.json ├── modeling_whisper.py ├── processor.py ├── scalar24k.py ├── semantic_decoder.py ├── transformer_1d_flow.py └── vocos.py ├── modules ├── blocks.py ├── our_MERT_BESTRQ │ ├── __pycache__ │ │ └── test.cpython-310.pyc │ ├── mert_fairseq │ │ ├── models │ │ │ ├── eat │ │ │ │ ├── EAT_audio_classification.py │ │ │ │ ├── EAT_pretraining.py │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── EAT_pretraining.cpython-310.pyc │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── base.cpython-310.pyc │ │ │ │ │ ├── images.cpython-310.pyc │ │ │ │ │ ├── mae.cpython-310.pyc │ │ │ │ │ └── modules.cpython-310.pyc │ │ │ │ ├── base.py │ │ │ │ ├── images.py │ │ │ │ ├── mae.py │ │ │ │ └── modules.py │ │ │ ├── mert │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ └── mert_model.cpython-310.pyc │ │ │ │ ├── chroma_torch.py │ │ │ │ ├── mert_model.py │ │ │ │ └── rvq.py │ │ │ └── musicfm │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ └── musicfm_model.cpython-310.pyc │ │ │ │ ├── model │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── musicfm_25hz.cpython-310.pyc │ │ │ │ │ ├── rvq.cpython-310.pyc │ │ │ │ │ └── rvq_musicfm.cpython-310.pyc │ │ │ │ ├── musicfm_25hz.py │ │ │ │ ├── rvq.py │ │ │ │ ├── rvq_musicfm.py │ │ │ │ └── w2v2_config.json │ │ │ │ ├── modules │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-310.pyc │ │ │ │ │ ├── conv.cpython-310.pyc │ │ │ │ │ ├── features.cpython-310.pyc │ │ │ │ │ └── random_quantizer.cpython-310.pyc │ │ │ │ ├── conv.py │ │ │ │ ├── features.py │ │ │ │ ├── flash_conformer.py │ │ │ │ └── random_quantizer.py │ │ │ │ └── musicfm_model.py │ │ └── tasks │ │ │ ├── __pycache__ │ │ │ ├── mert_pretraining.cpython-310.pyc │ │ │ └── pretraining_AS2M.cpython-310.pyc │ │ │ ├── mert_pretraining.py │ │ │ └── pretraining_AS2M.py │ └── test.py └── transformer.py ├── path.sh ├── run.sh ├── train_fsdp.py ├── utils ├── __pycache__ │ ├── abs_scheduler.cpython-310.pyc │ ├── mix.cpython-310.pyc │ ├── reporter.cpython-310.pyc │ ├── torch_tools.cpython-310.pyc │ └── train_utils.cpython-310.pyc ├── abs_scheduler.py ├── mix.py ├── reporter.py ├── torch_tools.py └── train_utils.py └── vector_quantize_pytorch_core ├── __init__.py ├── __pycache__ ├── __init__.cpython-312.pyc ├── __init__.cpython-39.pyc ├── residual_vq.cpython-312.pyc ├── 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