It's always sounded beautiful and refined to me. Maybe a bit on the cool side, but I don't see that as a problem. The nickname
Delia could be cute, too.
I much prefer it to
Cornelia. If you're looking for a similar-sounding name,
Cordula has always sounded a bit warmer to me.