Toilet Makes a Fog Horn Sound When Flushed

Our guest bathroom commode makes a loud fog horn sound when flushed.  It’s startling to guests and embarrasing to my wife and I, as you would imagine.  What might be causing this and what can we do to fix it.  Thank…