Re-reading your original post, behind the spare tyre is the blower fan for the heater/AC..... Is your climate control on? Maybe it's the blower motor making the noise, or the climate control unit having a bit of a freak out if the unit has been affected by leaking capacitors internally.....

Reading your reply, we're back at the ALB pump.....