Ai Ore!, Vol. 4 by Mayu Shinjo
Mizuki is the female prince of her all-girls school and the lead guitarist in an all-girl rock band. Akira is the male princess of his all-boys school and wants to join her band. Love may be on his mind, but romance is difficult when everyone keeps mistaking Mizuki for a boy and Akira for a girl!