I've had this problem. It is mostly caused by the top tension being too tight, and it brings up the bottom thread too far. Also, try a Schmetz topstitch needle, probably a size 14 (but maybe a 16) and that should help. If your hands go slow moving the fabric, your foot pedal should go fast.