Have heard similar style noises from things with bad/worn bearing...Seems completely random and will normally shut up by itself after a few minutes. I'm guessing the impellor is moving off the pump spindle and rubbing on the housing as the pump speed will drop down to 500rpm when the noise starts (normally 2200rpm).
And any loose in impeller axis etc will certainly make sure that loose just keeps growing.