I'm currently working on a pure sample generator for traditional music production. I'm getting high fidelity, tempo synced, musical outputs, with high timbre control. It will be optimized for sub 7 Gigs of VRAM for local inference. It will also be released entirely for free for all to use.

An independent music producer and developer, known online as RoyalCities, is tackling a specific gap in AI-assisted music creation by building a foundational model for pure sample generation. Unlike fully generative music models like Suno or Udio, which can create complete songs but often with artifacts, this tool is designed specifically for producers who want to flip and manipulate individual sounds. The developer emphasizes high-fidelity output, precise tempo synchronization, and deep timbre control—features currently lacking in mainstream AI music tools, which often produce samples polluted with unintended musical elements.

The model is engineered for accessibility, optimized to run on consumer-grade hardware with less than 7GB of VRAM, enabling local inference without expensive cloud subscriptions. This focus on local, efficient operation democratizes advanced sound design. RoyalCities, who describes themselves as a producer first, built the tool to preserve the creative fun of writing music, using AI as a collaborator for sound design rather than a replacement for composition. The completed model is finished, and the developer plans to release it entirely for free, alongside a detailed showcase and tutorial video.