It is a Japanese drum.

Ah, well, first of all, it is important to know that the festival honors, respects and appreciates ancestors and their sacrifices. The spirits of the dead are remembered.

There is a Bon Dance, and fireworks, and at the end, paper lanterns are illuminated and sent down a river.