We study two Spanish-to-English translation datasets: the large scale "conversational" corpus of parallel text and read speech pairs from <cite>[21]</cite> , and the Spanish Fisher corpus of telephone conversations and corresponding English translations [38] , which is smaller and more challenging due to the spontaneous and informal speaking style.