Yes, that is an interracial relationship. An African American with a Caucasian is considered interracial. Two people of different ethnicity that are together, that is interracial.
It depends on who you ask. They are certainly different cultures and ethnicities but hispanic isn't really considered a race (even though race doesn't really exist to begin with).