The MCFAE corpus is a new multi-talker corpus of foreign-accented English, developed for use in the study of the perception and production of foreign-accented speech. The corpus consists of high-quality audio of read words, sentences, and passages of connected speech produced by non-native speakers of American English. The corpus may be obtained freely for research use.