It's really cool to see how well they did when they had limited stuff to display bad apple, no fire effects and such, yet it is easily identifiable even with the music muted
The song is called "Though the Scent Lingers the Flowers Scattered" or "Iro wa Nioedo Chirinuru wo" sung by Senya and seen as the opening theme for Memories of Phantasm.