On the voice trunk connected to the Genband, configure:
You can also set a value in seconds that the Adtran will use to poll the other side.
sip-keep-alive options 60
will poll the other side every minute.
Unfortunately this answer did not work. What it does is SEND Options keep-alives. It does not respond to the unsolicited RECEIVED Options keep-alives from the SBC.