The guitar's hollow body amplifies the sound of the vibrating strings. The pitch of the vibrating strings depends partly on the mass, tension, and length of the strings. On steel-string guitars, the lower strings are thicker. Tuning the strings changes the tension; the tighter the string, the higher the pitch.
