From a new announcement, the game is being ported to PS4, PS5 and PSVR2 on July 9th.
However, the Steam page already says it supports PlayStation controller, so maybe you could get a similar experience now with it.
At the same time, they’ll release a Chillpop DLC with 10 songs and 2 free songs for the base game.