Pronounced Ah-deh-lyah in Spanish. If no accent mark is present, vowels are combined. The name would be pronounced Ah-deh-lee-ah if it were written Adelía.
This is a family name for us, and we always pronounce it "uh-DEEL-ya." Essentially, Delia with an a on the front. It's a lovely name, though, however it is pronounced.