Sounds like the carbon brushes on the motor.
Unplug the machine and titl is backwords so you can get underneath from the front.
On the motor you'll see the carbons, in a black holder, 1 either side of the motor with a wire going to each.
Remove the 2 screws holding each carbon in place...