MixIT pre-training on unlabeled Free Music Archive audio improves MUSDB18 separation after fine-tuning, with uSDR gains of about 0.3 to 0.5 dB.
Pac-hubert: Self-supervised music source separation via primitive auditory clustering and hidden-unit bert,
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Is MixIT Really Unsuitable for Correlated Sources? Exploring MixIT for Unsupervised Pre-training in Music Source Separation
MixIT pre-training on unlabeled Free Music Archive audio improves MUSDB18 separation after fine-tuning, with uSDR gains of about 0.3 to 0.5 dB.