Sound waves are mechanical waves that require a physical medium (solid, liquid, or gas) to propagate. The particles in the medium vibrate and transfer energy through collisions. A vacuum is the absence of matter, so there are no particles to vibrate and transmit the sound wave. This is why sound cannot travel through space.