Vocals sound "on top of" instead of "in" mix.

AutoDuck the music with the vocal.

[ Steve’s Dynamic-Mirror plugin also does ducking, I find it easier to use than Audcaity’s native AutoDuck ].

Or you could compress the final mix, (the only option if you only have the final mix to work with).

[ Audacity’s native compressor only has one frequency band, multi-band compressors do a better job ].