├── .gitattributes ├── .gitignore ├── LICENSE ├── NOTICE ├── README.md ├── assets └── logo │ ├── yue.mp3 │ ├── 白底.png │ ├── 白底.svg │ ├── 透明底黑线.png │ ├── 黑底.png │ └── 黑底.svg ├── evals └── pitch_range │ ├── README.md │ ├── main.py │ ├── plot_violin_plot.py │ ├── raw_pitch_extracted │ ├── Hailuo Music │ │ ├── en │ │ │ ├── 10.txt │ │ │ ├── 101.txt │ │ │ ├── 105.txt │ │ │ ├── 108.txt │ │ │ ├── 11.txt │ │ │ ├── 15.txt │ │ │ ├── 16.txt │ │ │ ├── 17.txt │ │ │ ├── 18.txt │ │ │ ├── 19.txt │ │ │ ├── 202.txt │ │ │ ├── 214.txt │ │ │ ├── 22.txt │ │ │ ├── 224.txt │ │ │ ├── 231.txt │ │ │ ├── 233.txt │ │ │ ├── 235.txt │ │ │ ├── 236.txt │ │ │ ├── 25.txt │ │ │ ├── 253.txt │ │ │ ├── 260.txt │ │ │ ├── 262.txt │ │ │ ├── 27.txt │ │ │ ├── 287.txt │ │ │ ├── 289.txt │ │ │ ├── 318.txt │ │ │ ├── 32.txt │ │ │ ├── 320.txt │ │ │ ├── 33.txt │ │ │ ├── 34.txt │ │ │ ├── 346.txt │ │ │ ├── 348.txt │ │ │ ├── 35.txt │ │ │ ├── 354.txt │ │ │ ├── 37.txt │ │ │ ├── 380.txt │ │ │ ├── 387.txt │ │ │ ├── 392.txt │ │ │ ├── 409.txt │ │ │ ├── 42.txt │ │ │ ├── 7.txt │ │ │ └── 9.txt │ │ ├── jp_kr │ │ │ ├── -zuvzj9LuaM.txt │ │ │ ├── 5lFmjbdOTyc.txt │ │ │ ├── 5lFmjbdOTyc_.txt │ │ │ ├── DQ1hvB_L30o.txt │ │ │ ├── DQ1hvB_L30o_.txt │ │ │ ├── Y7obnIhMl-s.txt │ │ │ ├── o-2LI9oBD_A.txt │ │ │ ├── scT6xjzY7Lc.txt │ │ │ ├── v1NMaIQ58N0.txt │ │ │ └── zA3EdSDEXw8.txt │ │ └── zh │ │ │ ├── 104.txt │ │ │ ├── 257.txt │ │ │ ├── 308.txt │ │ │ ├── 316.txt │ │ │ ├── 352.txt │ │ │ ├── 355.txt │ │ │ ├── 393.txt │ │ │ ├── 416.txt │ │ │ ├── 421.txt │ │ │ ├── 6.txt │ │ │ └── 89.txt │ ├── Seed Music │ │ └── zh │ │ │ ├── 104.txt │ │ │ ├── 257.txt │ │ │ ├── 308.txt │ │ │ ├── 316.txt │ │ │ ├── 352.txt │ │ │ ├── 355.txt │ │ │ ├── 393.txt │ │ │ ├── 416.txt │ │ │ ├── 421.txt │ │ │ ├── 6.txt │ │ │ └── 89.txt │ ├── Suno V4 │ │ ├── en │ │ │ ├── 10.txt │ │ │ ├── 101.txt │ │ │ ├── 105.txt │ │ │ ├── 108.txt │ │ │ ├── 11.txt │ │ │ ├── 15.txt │ │ │ ├── 16.txt │ │ │ ├── 17.txt │ │ │ ├── 18.txt │ │ │ ├── 19.txt │ │ │ ├── 202.txt │ │ │ ├── 214.txt │ │ │ ├── 22.txt │ │ │ ├── 224.txt │ │ │ ├── 231.txt │ │ │ ├── 233.txt │ │ │ ├── 235.txt │ │ │ ├── 236.txt │ │ │ ├── 25.txt │ │ │ ├── 253.txt │ │ │ ├── 260.txt │ │ │ ├── 262.txt │ │ │ ├── 27.txt │ │ │ ├── 287.txt │ │ │ ├── 289.txt │ │ │ ├── 318.txt │ │ │ ├── 32.txt │ │ │ ├── 320.txt │ │ │ ├── 33.txt │ │ │ ├── 34.txt │ │ │ ├── 346.txt │ │ │ ├── 348.txt │ │ │ ├── 35.txt │ │ │ ├── 354.txt │ │ │ ├── 37.txt │ │ │ ├── 380.txt │ │ │ ├── 387.txt │ │ │ ├── 392.txt │ │ │ ├── 409.txt │ │ │ ├── 42.txt │ │ │ ├── 7.txt │ │ │ └── 9.txt │ │ ├── jp_kr │ │ │ ├── DQ1hvB_L30o.txt │ │ │ ├── Y7obnIhMl-s.txt │ │ │ ├── o-2LI9oBD_A.txt │ │ │ └── scT6xjzY7Lc.txt │ │ └── zh │ │ │ ├── 104.txt │ │ │ ├── 257.txt │ │ │ ├── 308.txt │ │ │ ├── 316.txt │ │ │ ├── 352.txt │ │ │ ├── 355.txt │ │ │ ├── 393.txt │ │ │ ├── 416.txt │ │ │ ├── 421.txt │ │ │ ├── 6.txt │ │ │ └── 89.txt │ ├── Tiangong │ │ ├── en │ │ │ ├── 10.txt │ │ │ ├── 101.txt │ │ │ ├── 105.txt │ │ │ ├── 108.txt │ │ │ ├── 11.txt │ │ │ ├── 15.txt │ │ │ ├── 16.txt │ │ │ ├── 17.txt │ │ │ ├── 18.txt │ │ │ ├── 19.txt │ │ │ ├── 202.txt │ │ │ ├── 214.txt │ │ │ ├── 22.txt │ │ │ ├── 224.txt │ │ │ ├── 231.txt │ │ │ ├── 233.txt │ │ │ ├── 235.txt │ │ │ ├── 236.txt │ │ │ ├── 25.txt │ │ │ ├── 253.txt │ │ │ ├── 260.txt │ │ │ ├── 262.txt │ │ │ ├── 27.txt │ │ │ ├── 287.txt │ │ │ ├── 289.txt │ │ │ ├── 318.txt │ │ │ ├── 32.txt │ │ │ ├── 320.txt │ │ │ ├── 33.txt │ │ │ ├── 34.txt │ │ │ ├── 346.txt │ │ │ ├── 348.txt │ │ │ ├── 35.txt │ │ │ ├── 354.txt │ │ │ ├── 37.txt │ │ │ ├── 380.txt │ │ │ ├── 387.txt │ │ │ ├── 392.txt │ │ │ ├── 409.txt │ │ │ ├── 42.txt │ │ │ ├── 7.txt │ │ │ └── 9.txt │ │ ├── jp_kr │ │ │ ├── -zuvzj9LuaM.txt │ │ │ ├── 5lFmjbdOTyc.txt │ │ │ ├── 5lFmjbdOTyc_.txt │ │ │ ├── DQ1hvB_L30o.txt │ │ │ ├── DQ1hvB_L30o_.txt │ │ │ ├── Y7obnIhMl-s.txt │ │ │ ├── o-2LI9oBD_A.txt │ │ │ ├── scT6xjzY7Lc.txt │ │ │ ├── v1NMaIQ58N0.txt │ │ │ └── zA3EdSDEXw8.txt │ │ └── zh │ │ │ ├── 104.txt │ │ │ ├── 257.txt │ │ │ ├── 308.txt │ │ │ ├── 316.txt │ │ │ ├── 352.txt │ │ │ ├── 355.txt │ │ │ ├── 393.txt │ │ │ ├── 416.txt │ │ │ ├── 421.txt │ │ │ ├── 6.txt │ │ │ └── 89.txt │ ├── Udio │ │ ├── en │ │ │ ├── 10.txt │ │ │ ├── 101.txt │ │ │ ├── 105.txt │ │ │ ├── 108.txt │ │ │ ├── 11.txt │ │ │ ├── 15.txt │ │ │ ├── 16.txt │ │ │ ├── 17.txt │ │ │ ├── 18.txt │ │ │ ├── 19.txt │ │ │ ├── 202.txt │ │ │ ├── 214.txt │ │ │ ├── 22.txt │ │ │ ├── 224.txt │ │ │ ├── 231.txt │ │ │ ├── 233.txt │ │ │ ├── 235.txt │ │ │ ├── 236.txt │ │ │ ├── 25.txt │ │ │ ├── 253.txt │ │ │ ├── 260.txt │ │ │ ├── 262.txt │ │ │ ├── 27.txt │ │ │ ├── 287.txt │ │ │ ├── 289.txt │ │ │ ├── 318.txt │ │ │ ├── 32.txt │ │ │ ├── 320.txt │ │ │ ├── 34.txt │ │ │ ├── 346.txt │ │ │ ├── 348.txt │ │ │ ├── 35.txt │ │ │ ├── 354.txt │ │ │ ├── 37.txt │ │ │ ├── 380.txt │ │ │ ├── 387.txt │ │ │ ├── 392.txt │ │ │ ├── 409.txt │ │ │ ├── 42.txt │ │ │ ├── 7.txt │ │ │ └── 9.txt │ │ ├── jp_kr │ │ │ ├── -zuvzj9LuaM.txt │ │ │ ├── 5lFmjbdOTyc.txt │ │ │ ├── 5lFmjbdOTyc_.txt │ │ │ ├── DQ1hvB_L30o.txt │ │ │ ├── DQ1hvB_L30o_.txt │ │ │ ├── Y7obnIhMl-s.txt │ │ │ ├── o-2LI9oBD_A.txt │ │ │ ├── scT6xjzY7Lc.txt │ │ │ ├── v1NMaIQ58N0.txt │ │ │ └── zA3EdSDEXw8.txt │ │ └── zh │ │ │ ├── 104.txt │ │ │ ├── 257.txt │ │ │ ├── 308.txt │ │ │ ├── 316.txt │ │ │ ├── 352.txt │ │ │ ├── 355.txt │ │ │ ├── 393.txt │ │ │ ├── 416.txt │ │ │ ├── 421.txt │ │ │ ├── 6.txt │ │ │ └── 89.txt │ ├── YuE │ │ ├── en │ │ │ ├── 10.txt │ │ │ ├── 101.txt │ │ │ ├── 105.txt │ │ │ ├── 108.txt │ │ │ ├── 11.txt │ │ │ ├── 15.txt │ │ │ ├── 16.txt │ │ │ ├── 17.txt │ │ │ ├── 18.txt │ │ │ ├── 19.txt │ │ │ ├── 202.txt │ │ │ ├── 214.txt │ │ │ ├── 22.txt │ │ │ ├── 224.txt │ │ │ ├── 231.txt │ │ │ ├── 233.txt │ │ │ ├── 235.txt │ │ │ ├── 236.txt │ │ │ ├── 25.txt │ │ │ ├── 253.txt │ │ │ ├── 260.txt │ │ │ ├── 262.txt │ │ │ ├── 27.txt │ │ │ ├── 287.txt │ │ │ ├── 289.txt │ │ │ ├── 318.txt │ │ │ ├── 32.txt │ │ │ ├── 320.txt │ │ │ ├── 33.txt │ │ │ ├── 34.txt │ │ │ ├── 346.txt │ │ │ ├── 348.txt │ │ │ ├── 35.txt │ │ │ ├── 354.txt │ │ │ ├── 37.txt │ │ │ ├── 380.txt │ │ │ ├── 387.txt │ │ │ ├── 392.txt │ │ │ ├── 409.txt │ │ │ ├── 42.txt │ │ │ ├── 7.txt │ │ │ └── 9.txt │ │ ├── jp_kr │ │ │ ├── -zuvzj9LuaM.txt │ │ │ ├── 5lFmjbdOTyc.txt │ │ │ ├── 5lFmjbdOTyc_.txt │ │ │ ├── DQ1hvB_L30o.txt │ │ │ ├── DQ1hvB_L30o_.txt │ │ │ ├── Y7obnIhMl-s.txt │ │ │ ├── o-2LI9oBD_A.txt │ │ │ ├── scT6xjzY7Lc.txt │ │ │ ├── v1NMaIQ58N0.txt │ │ │ └── zA3EdSDEXw8.txt │ │ └── zh │ │ │ ├── 104.txt │ │ │ ├── 257.txt │ │ │ ├── 308.txt │ │ │ ├── 316.txt │ │ │ ├── 352.txt │ │ │ ├── 355.txt │ │ │ ├── 393.txt │ │ │ ├── 416.txt │ │ │ ├── 421.txt │ │ │ ├── 6.txt │ │ │ └── 89.txt │ ├── concat_txt.sh │ ├── vocal_range_analysis.csv │ └── vocal_ranges.png │ └── raw_pitch_extracted_combined │ ├── Hailuo Music.txt │ ├── Seed Music.txt │ ├── Suno V4.txt │ ├── Tiangong.txt │ ├── Udio.txt │ ├── YuE.txt │ └── analyze_f0.py ├── finetune ├── README.md ├── __init__.py ├── config │ └── ds_config_zero2.json ├── core │ ├── __init__.py │ ├── arguments.py │ ├── datasets │ │ ├── Makefile │ │ ├── __init__.py │ │ ├── blended_dataset.py │ │ ├── blended_megatron_dataset_builder.py │ │ ├── blended_megatron_dataset_config.py │ │ ├── gpt_dataset.py │ │ ├── helpers.cpp │ │ ├── indexed_dataset.py │ │ ├── megatron_dataset.py │ │ └── utils.py │ ├── parse_mixture.py │ ├── preprocess_data_conditional_xcodec.py │ ├── preprocess_data_conditional_xcodec_segment.py │ └── tokenizer │ │ └── mmtokenizer.py ├── example │ ├── dummy_data_mixture_cfg.yml │ ├── jsonl │ │ └── dummy.msa.xcodec_16k.jsonl │ └── npy │ │ ├── dummy.Instrumental.npy │ │ ├── dummy.Vocals.npy │ │ └── dummy.npy ├── requirements.txt ├── scripts │ ├── count_tokens.sh │ ├── preprocess_data.sh │ ├── run_finetune.sh │ └── train_lora.py └── tools │ ├── codecmanipulator.py │ └── count_mmap_token.py ├── inference ├── codecmanipulator.py ├── infer.py ├── mm_tokenizer_v0.2_hf │ └── tokenizer.model └── mmtokenizer.py ├── prompt_egs ├── genre.txt ├── lyrics.txt ├── pop.00001.Instrumental.mp3 ├── pop.00001.Vocals.mp3 └── pop.00001.mp3 ├── requirements.txt └── top_200_tags.json 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