To answer these questions, we use the same AST architecture and Spanish-English parallel data as Bansal et al. <cite>[5]</cite> , but pretrain the encoder using a number of different ASR datasets: the 150hour AISHELL corpus of Chinese as well as seven GlobalPhone languages, each with about 20 hours of data.