Do you live in Earthquake Country?
Are there any vibrations in the floor where your pedal is located such as from a train or ?
Is your pedal cord plugged all the way into the keyboard socket?
Try moving both the pedal and the onboard volume slider both ways before starting to play or record.
Bebop