The 3 performers were the winners in the first 3 seasons of the program: Tvoje tvář má známý hlas.
They were femulating this performance. For more Cina (including a performance as Madonna), check out this set.
Update: The "official" tv show video has disappeared from YouTube, but I found multiple versions that users had posted:
