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{
    "BS-Roformer-Viperx-1297": [
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      "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/model_bs_roformer_ep_317_sdr_12.9755.yaml"
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    "BS-Roformer-Viperx-1296": [
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      "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/model_bs_roformer_ep_368_sdr_12.9628.yaml"
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    "BS-Roformer-Viperx-1053": [
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      "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/model_bs_roformer_ep_937_sdr_10.5309.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/model_mel_band_roformer_ep_3005_sdr_11.4360.yaml"
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    "BS-Roformer-De-Reverb": [
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/deverb_bs_roformer_8_384dim_10depth_config.yaml"
    ],
    "Mel-Roformer-Crowd-Aufr33-Viperx": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_crowd_aufr33_viperx_sdr_8.7144.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_crowd_aufr33_viperx_sdr_8.7144_config.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/denoise_mel_band_roformer_aufr33_sdr_27.9959_config.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/denoise_mel_band_roformer_aufr33_aggr_sdr_27.9768_config.yaml"
    ],
    "MelBand Roformer | Denoise-Debleed by Gabox": [
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_karaoke_aufr33_viperx_sdr_10.1956_config.yaml"
    ],
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_karaoke_becruily.yaml"
    ],
    "MelBand Roformer | Vocals by Kimberley Jensen": [
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/vocals_mel_band_roformer.yaml"
    ],
    "MelBand Roformer Kim | FT by unwa": [
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_kim_ft_unwa.yaml"
    ],
    "MelBand Roformer Kim | FT 2 by unwa": [
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_kim_ft_unwa.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_kim_ft_unwa.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_kim_ft_unwa.yaml"
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    "MelBand Roformer Kim | Inst V1 by Unwa": [
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_melbandroformer_inst.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_melbandroformer_inst.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_melbandroformer_inst.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_melbandroformer_inst.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_melbandroformer_inst_v2.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_melbandroformer_instvoc_duality.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_melbandroformer_instvoc_duality.yaml"
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    "MelBand Roformer | Vocals by becruily": [
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_vocals_becruily.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_becruily.yaml"
    ],
    "MelBand Roformer | Vocals Fullness by Aname": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_vocal_fullness_aname.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_vocal_fullness_aname.yaml"
    ],
    "BS Roformer | Vocals by Gabox": [
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_bs_roformer_vocals_gabox.yaml"
    ],
    "MelBand Roformer | Vocals by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_vocals_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_vocals_gabox.yaml"
    ],
    "MelBand Roformer | Vocals FV1 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_vocals_fv1_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_vocals_gabox.yaml"
    ],
    "MelBand Roformer | Vocals FV2 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_vocals_fv2_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_vocals_gabox.yaml"
    ],
    "MelBand Roformer | Vocals FV3 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_vocals_fv3_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_vocals_gabox.yaml"
    ],
    "MelBand Roformer | Vocals FV4 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_vocals_fv4_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_vocals_gabox.yaml"
    ],
    "MelBand Roformer | Instrumental by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
    ],
    "MelBand Roformer | Instrumental 2 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_2_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
    ],
    "MelBand Roformer | Instrumental 3 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_3_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
    ],
    "MelBand Roformer | Instrumental Bleedless V1 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_bleedless_v1_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
    ],
    "MelBand Roformer | Instrumental Bleedless V2 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_bleedless_v2_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
    ],
    "MelBand Roformer | Instrumental Bleedless V3 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_bleedless_v3_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
    ],
    "MelBand Roformer | Instrumental Fullness V1 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_fullness_v1_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
    ],
    "MelBand Roformer | Instrumental Fullness V2 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_fullness_v2_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
    ],
    "MelBand Roformer | Instrumental Fullness V3 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_fullness_v3_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
    ],
    "MelBand Roformer | Instrumental Fullness Noisy V4 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_fullness_noise_v4_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
    ],
    "MelBand Roformer | INSTV5 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_instv5_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
    ],
    "MelBand Roformer | INSTV5N by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_instv5n_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
    ],
    "MelBand Roformer | INSTV6 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_instv6_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
    ],
    "MelBand Roformer | INSTV6N by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_instv6n_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
    ],
    "MelBand Roformer | INSTV7 by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_instv7_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
    ],
    "MelBand Roformer | INSTV7N by Gabox": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/mel_band_roformer_instrumental_instv7n_gabox.ckpt",
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_mel_band_roformer_instrumental_gabox.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_dereverb_echo_mel_band_roformer_v2.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_dereverb-echo_mel_band_roformer_sdr_13.4843_v2.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_dereverb_echo_mel_band_roformer_v2.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_vocals_mel_band_roformer_ft.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_vocals_mel_band_roformer_ft.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_vocals_mel_band_roformer_ft.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_melbandroformer_big_beta4.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_melbandroformer_big_beta6x.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_chorus_male_female_bs_roformer.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_chorus_male_female_bs_roformer.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_aspiration_mel_band_roformer.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/config_aspiration_mel_band_roformer.yaml"
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        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/model_2_stem_061321.yaml"
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    ],
    "MGM_MAIN_v4.pth": [
        "https://github.com/nomadkaraoke/python-audio-separator/releases/download/model-configs/MGM_MAIN_v4.pth"
    ]
}