As mentioned, the capacitor needs to be replaced. While waiting for a replacement, you can still use the lathe at reduced power by spinning the spindle in the direction you want it to go just before you turn on the power. It will take longer to come up to speed and can be stalled out easier but there may be enough power to do penturning and sanding. I had this happen to a drill press a few years ago.
Paul in AR