"Bokura taimu furaiyaa" in japanese means "Oh, we are time fliers" in english. This part refers to the part when Taki Tachibana when he drank Mitsuha Miyamizu's sake. When he did this, he went back in time in Mitsuha's body. Which is the reason for "We are time fliers" being in the lyrics.