Making Multi-Singer AI Music Reliable

AI music still can't reliably handle multi-singer tracks. After a few generations, everything collapses into the same texture and the same structure.

So I built a pipeline that keeps multi-singer generation stable today, without waiting for the base models to catch up.

It shipped as real releases with distinct AI voices, but the part I care about is the system: something repeatable that holds quality across voices where the raw tools fall apart.