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CONCLUSION We proposed sequential stem blending as a principled reformulation of automatic music mixing, demonstrating that existing parallelized approaches are inherently not de-

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eess.AS 1

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2026 1

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Rethinking Automatic Music Mixing as Sequential Stem Blending

eess.AS · 2026-08-06 · conditional · novelty 7.0

Automatic music mixing can be reformulated as sequential stem blending using a flow matching model conditioned on the growing submix, with strong in-distribution blending scores and competitive full-mix results.

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  • Rethinking Automatic Music Mixing as Sequential Stem Blending eess.AS · 2026-08-06 · conditional · none · ref 7

    Automatic music mixing can be reformulated as sequential stem blending using a flow matching model conditioned on the growing submix, with strong in-distribution blending scores and competitive full-mix results.