If your voice shakes while you sing, practice relaxation techniques like deep breathing, meditation, and stretching. Perform vocal warm-up exercises before you go on stage to loosen up your vocal cords, which can help you sing without damaging your voice. If you're dealing with anxiety on a daily basis, it's best to seek the assistance of a vocal coach or therapist.