I think there’s some confusion here. ROCK isn’t based on any particular Linux distribution (like Ubuntu, Debian, Arch, etc) but it is based on Linux.
The Roon guys built a custom kernel and layered the required utilities on top of that. It’s a completely custom Linux distribution built from the ground-up specifically for ROCK.