Could it be stress on the earth's plates? A biblical earth quake.... land mass shift?
I've heard the sound myself here in Maryland....like a commercial pressure cooker for chicken... that they use at the Amish Market.
You cannot pinpoint the location....as it sounds likes it's coming from EVERYWHERE.