I first played Taiko no Tatsujin in an arcade (in Japan, because I am very cool), where it's controlled by hitting a recreation of an actual taiko drum. It was fun enough that I wish there was a taiko drum peripheral available for PC now the series is on our platform.
Taiko no Tatsujin: Rhythm Festival is out now via Steam, where it offers over 70 songs to drum through, and a subscription service through which to unlock over 700 more. Maybe I should try to get my Donkey Konga drums working on PC, but I'll probably settle for playing it with a gamepad.