How do i stop my stims??

ive had this stim since i was 8, and its annoying to me and those around me. its like a hum, but stronger, and i dont know what to do. i hate when people point it out or mock me for it. its an embarrassment for when im in class or around friends. does anyone have any advice or suggestions??