Some fireworks have a clay plug to separate the "lift" charge from the "burst" charge. Usually they disintegrate when the "burst" happens, but not always. Looks like that might be your mystery "thud".


1969 Dodge Coronet Super Bee 383 A4
1970 Plymouth Road Runner 440 FC7 (sold)