Azelia \a-ze-lia\ as a girl's name is of Hebrew origin. Modern name and variant of Azalia, influenced by Greek "azelos" meaning "not jealous".
Baby names that sound like Azelia are Asela, Azalea and Azaleia. Other similar baby names are Abelia, Adelia and Amelia.