Things other than caliber have a bearing too. Humidity, surrounding territory (open space/buildings, etc) Rifles, shotguns and pistols (handguns) all sound different. Car backfires are really not all that common.

How about fireworks? Could it have been that in spite of the fact that it isn't a 'legal holiday'? They sound different too, to folks that are 'used' to hearing gunfire.