A semiconductor device includes a silicon substrate, an initial buffer layer disposed on the silicon substrate and including aluminum nitride (AlN), and a semiconductor device layer disposed on the initial buffer layer and including a semiconductor compound. There is no SiN between the initial buffer layer and the silicon substrate, and a silicon lattice of the silicon substrate directly contacts a lattice of the initial buffer layer.