Topic

Music-tech

  • How AI stem separation works, and a stem-splitting workflow that survives the artefacts

    A stem splitter doesn't recover the original multitrack. It estimates each part from the finished mix, and its mistakes come out as bleed and artefacts. This guide covers how the models got from Spleeter to Demucs to today's band-split transformers, why the errors happen, and a workflow that plans for them, keeps unreleased audio on your own machine and clears the rights before you release anything.

    Workflows

  • Best AI stem splitters in 2026: a desk review of AudioShake, Demucs, iZotope RX, LALAL.AI and Moises

    We compared five stem splitters on what their makers publish about price, limits, formats, where your audio is processed and what happens to it afterwards. Nothing is scored until we've tested them. On paper, the biggest differences aren't stem counts. They're how much each "we don't train on your files" promise actually covers, and whether you can see the price before you sign up.

    Music tech

  • Apple quietly bought Samplab. Logic Pro's next upgrade may be note-level AI editing

    Apple bought assets from Samplab, a Swiss maker of AI audio-editing software, and hired some of its staff in June. The deal only became public on 19 Oct 2026 through a European Commission filing. Samplab's tools edited single notes inside chords, detected chords and split stems. Apple hasn't announced any Logic Pro feature, but the hire points to AI that edits what you played rather than writing music for you.

    Industryvia Apple Support

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