It's the resistors. About $20 part at most auto parts stores.
To replace it, remove the glove box (take the 3 screws out from the hinge underneath).
Then remove the resistors, it is a small plate held in with two bolts, just above the blower motor and to the left. When you have it out unplug the wires and replace it.