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    <guid>https://wearethemusicmakers.co/learn/stem-separation-workflow-and-artefacts</guid>
    <title>How AI stem separation works, and a stem-splitting workflow that survives the artefacts</title>
    <link>https://wearethemusicmakers.co/learn/stem-separation-workflow-and-artefacts</link>
    <description>A stem splitter doesn&#39;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&#39;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.</description>
    <pubDate>Fri, 23 Oct 2026 06:30:00 GMT</pubDate>
    <dc:creator>We are the music makers</dc:creator>
    <category>stem-separation</category><category>workflows</category><category>music-tech</category><category>rights</category><category>privacy</category>
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    <guid>https://wearethemusicmakers.co/best/best-ai-stem-splitters</guid>
    <title>Best AI stem splitters in 2026: a desk review of AudioShake, Demucs, iZotope RX, LALAL.AI and Moises</title>
    <link>https://wearethemusicmakers.co/best/best-ai-stem-splitters</link>
    <description>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&#39;ve tested them. On paper, the biggest differences aren&#39;t stem counts. They&#39;re how much each &quot;we don&#39;t train on your files&quot; promise actually covers, and whether you can see the price before you sign up.</description>
    <pubDate>Fri, 23 Oct 2026 06:30:00 GMT</pubDate>
    <dc:creator>We are the music makers</dc:creator>
    <category>stem-separation</category><category>buyers-guide</category><category>music-tech</category><category>privacy</category>
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    <guid>https://wearethemusicmakers.co/news/2026/10/mixroom-seed-korea-ai-co-producer-daw</guid>
    <title>MixRoom&#39;s seed round backs a Korean AI &#39;co-producer DAW&#39;. Its privacy policy doesn&#39;t yet cover the models it wants to train</title>
    <link>https://wearethemusicmakers.co/news/2026/10/mixroom-seed-korea-ai-co-producer-daw</link>
    <description>Seoul startup MixRoom has seed money from impact investor MYSC for a DAW whose AI edits, mixes and masters what you recorded, on your instructions. The pitch is &quot;assistant, not generator&quot;. The open question is the next step, training its own mixing models on producers&#39; decisions, which its current privacy policy and terms don&#39;t mention.</description>
    <pubDate>Mon, 19 Oct 2026 04:30:00 GMT</pubDate>
    <dc:creator>We are the music makers</dc:creator>
    <category>music-tech</category><category>ai</category><category>funding</category><category>daw</category><category>privacy</category><category>korea</category>
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    <guid>https://wearethemusicmakers.co/news/2026/08/gdpr-access-request-artists-dpdp-act-india</guid>
    <title>Ask platforms what they hold about you: a GDPR access request guide for artists, and where India&#39;s DPDP Act stands</title>
    <link>https://wearethemusicmakers.co/news/2026/08/gdpr-access-request-artists-dpdp-act-india</link>
    <description>Article 15 of the GDPR lets you ask any platform what personal data it holds about you, why, and who it went to. Here is a template request, what Spotify, SoundCloud and two distributors say they will give you, and why India&#39;s own access right is not in force until mid-2027.</description>
    <pubDate>Thu, 20 Aug 2026 04:30:00 GMT</pubDate>
    <dc:creator>We are the music makers</dc:creator>
    <category>artist-rights</category><category>privacy</category><category>gdpr</category><category>dpdp-act</category><category>ai</category><category>spotify</category><category>soundcloud</category><category>distribution</category>
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    <guid>https://wearethemusicmakers.co/news/2026/08/stem-separation-locally-demucs-privacy</guid>
    <title>Split stems on your own machine: a Demucs guide, and why unreleased tracks should stay off web uploaders</title>
    <link>https://wearethemusicmakers.co/news/2026/08/stem-separation-locally-demucs-privacy</link>
    <description>Demucs, the open-source separation model that came out of Meta&#39;s research lab, still runs well on an ordinary laptop. Here is how to install it from the maintained fork, what the quality trade-offs are, and why a demo or a client&#39;s session is better split at home than on a free website.</description>
    <pubDate>Tue, 18 Aug 2026 04:30:00 GMT</pubDate>
    <dc:creator>We are the music makers</dc:creator>
    <category>workflows</category><category>stem-separation</category><category>privacy</category><category>open-source</category><category>music-tech</category>
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    <guid>https://wearethemusicmakers.co/news/2026/07/fl-studio-gopher-assistant-engineer</guid>
    <title>FL Studio 2026 turns Gopher into an assistant engineer, and stops short of writing your music</title>
    <link>https://wearethemusicmakers.co/news/2026/07/fl-studio-gopher-assistant-engineer</link>
    <description>FL Studio 2026 lets its Gopher assistant act inside a project, routing audio, setting levels and writing scripts, while coverage of the launch says it won&#39;t write melodies or chords, draw automation or pick presets. That line is the right one. The harder question is the request log Image-Line keeps, with no stated retention period.</description>
    <pubDate>Thu, 09 Jul 2026 04:30:00 GMT</pubDate>
    <dc:creator>We are the music makers</dc:creator>
    <category>music-tech</category><category>ai</category><category>fl-studio</category><category>daw</category><category>privacy</category>
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    <guid>https://wearethemusicmakers.co/news/2026/02/lalal-ai-lyra-local-stem-splitting</guid>
    <title>LALAL.AI&#39;s local stem splitter shows where your audio should stay: on your machine</title>
    <link>https://wearethemusicmakers.co/news/2026/02/lalal-ai-lyra-local-stem-splitting</link>
    <description>LALAL.AI&#39;s first plugin, launched in February 2026 and since expanded to seven stems on its local Lyra model, splits audio without uploading it. LALAL.AI admits Lyra gives up some quality against its cloud models, but for unreleased music, where the audio goes is a question worth asking of every AI tool.</description>
    <pubDate>Tue, 03 Feb 2026 04:30:00 GMT</pubDate>
    <dc:creator>We are the music makers</dc:creator>
    <category>workflows</category><category>music-tech</category><category>stem-separation</category><category>plugins</category><category>privacy</category>
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