“BYE BYE” is a R&B dance pop song with a dynamic blend of a groovy bass and cool strings. This song samples Beethoven’s iconic “Für Elise” in the chorus. The lyrics describe calmly parting with a lover and swearing to never be swayed by love again. Red Velvet’s unique vocal color adds to the mature, chic charm of the song.