I pronounce it MEEL-yə. It's decent, but I prefer
Amelia. I'm the same way when it comes to
Delia (I prefer
Cordelia and
Adelia). Both
Melia and
Delia seem like they're not quite substantial enough. They're a little too sticky sweet and childlike for me.