Before buying anything, you can confirm if it is the spindle.
Pop off the linkages and try and move the wiper blade by hand - if its still, you know its the spindle, if not, the motor is dying.
If it is the spindle is, remove the assembly, pull the spindle out, sand it down lightly and sand the inside, grease up with copper-slip and re-assemble.