Use a vacuum with a soft brush attachment or an extendable duster to remove dust buildup regularly, since these tiles trap airborne dust easily. Avoid wet cleaning methods unless the tile is specifically washable, as most acoustic tiles absorb and hold moisture, leading to sagging or staining.