I experienced this "whoob whoob" sound as well...when turning. Try to listen whenn turning. If yours is the same, having the ABS lite ON causes this (as ABS is no longer working).
BTW: I saw at least 4 other vehicles that looked EXACTLY like ours (and the Durango's). So there's a good chance others share this part....