Developer Tom Dörr has highlighted ACE-Step-Studio, an open-source, studio-style tool built on the music model "ACE-Step 1.5 XL" that generates songs with vocals entirely on a local machine. Billed as "Suno at home," it handles lyrics, cover art, and music-video generation fully offline.
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