It is the flaps moving from flap18 to flap0. It makes the same noise going from flap0 to flap18.
It won't be APU starting. You wouldn't start the APU after take off. Normally you took off with it off. It is was running on take off you would switch it off after flap0. On approach you would switch the APU on at about 5000'.