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    MVSep Guitar (guitar, other)

    The MVSep Guitar model is based on the MDX23C, Mel Roformer and BSRoformer architectures. The model produces high-quality separation of music into a guitar part (including acoustic and electronic) and everything else. The model was compared with the Demucs4HT model (6 stems) on a guitar validation set. The metric used is SDR: the higher the better.

    See the results in the table below.

    Algorithm name Validation type
    guitar (SDR) other (SDR)
    Demucs4HT (6 stems) 5.22 12.19
    mdx23c (2023.08, SDR: 4.78) 4.78 11.75
    mdx23c (2024.06, SDR: 6.34) 6.34 13.31
    MelRoformer (2024.06, SDR: 7.02) 7.02 13.99
    BSRoformer (viperx, SDR: 7.16) 7.16 14.13
    Ensemble (mdx23 + MelRoformer, SDR: 7.18) 7.18 14.15
    Ensemble (BSRoformer+ MelRoformer, SDR: 7.51) 7.51 14.48
    BS Roformer SW (SDR: 9.05) 9.05 16.02

     

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