Clue: Picked up two words to do with roulette, which I detest (4,5)
Answer: BÊTE NOIRE
Explanation: Definition: which I detest
sounds like ("Picked up") BET + NOIR ="two words to do with roulette"
 
in the casino game of roulette one can BET on red (rouge) or black (NOIR)