I live on the approach to IAD and have heard that same noise many times and wondered what it is/was?
To be honest the sound from the ground does sound like an extended "groan" with the pitch decreasing through the duration of the sound.
Not sure about the sound, but pitch change is almost certainly a result of Doppler effect. That is to say - the "real" sound is probably monotonic.