There are a lot of shows out there about finding talent and in particular talented singers.
The Voice has a unique spin (pun intended), where the judges don't see the singers until they choose them for their team. They often comment on how appropriate the name of the show is, because that is all that is important.
The problem is that once the chairs turn, that no longer holds, as they work to teach them and are biased to members of their own team. They go with the next best thing other than another chair turn, which is hitting a button, which is the exciting part (aside from the singing). New actions beyond the chair turn include a steal, a save, and a block. But there's no way to turn the chair back around.
The Masked Singer partly solves this issue, because the participants stay behind their ornate costumes until they lose. The gimmick there is that it is a celebrity. It is someone we and the panel know, and while it is important who wins the singing competition, that part is mostly overshadowed by the discussion of their identities, followed by the actual unmasking.
What about a combination of the two? How about a reverse reality show trend where instead of a celebrity version, we do a non-celebrity version? This takes away the excitement of the guessing and unmasking, but it puts the focus where it should be - the music.