Ghaliya \gh(a)-li-ya\ as a girl's name is of Arabic origin, and the meaning of Ghaliya is "sweet-smelling".
Baby names that sound like Ghaliya are Galia, Galya, Gallya, Geiliya and Giliya. Other similar baby names are Aaliya, Daliya, Shalaya and Thalya.