Mine had a high pitched whirring noise, kinda like a muffled cricket. It was the plastic shroud over the back of the motor. I chirped for a month straight and stopped as soon as I removed the cover to inspect the fan area.
The cover on my first similar pump made vibration noises, but I could silence them by applying a little pressure to the cover. This one doesn't for whatever reason.