A lover is typically someone you would have sex with. Which may or may not be your spouse or partner. A spouse is someone you're married too, so either a husband or wife. A partner is a general term for a relationship between two people. When referring to a long-term, deep, possibly sexual relationship partner is typically used between homosexual couples. This is because marriage among homosexuals is still illegal in most states in the USA.