Mass
Heavier walls lose less sound.
Sound is pressure. The heavier a surface is, the less it moves under that pressure, and the less energy passes through to the other side. Doubling the mass of a wall reduces transmission by roughly 5 dB across the board. This is why every serious soundproof wall is double drywall, and why 5/8-inch rock outperforms 1/2-inch.