Nope, sound quality isn't going to change. PS Audio is particularly aggressive pushing this power-conditioning nonsense, and associated gear, which is totally unnecessary.
Some years ago, a reviewer (for Stereophile, I believe) recommended using only AC power generated by water (Hydro) power. Swore that it "improved sound quality."