The pronunciationbased spelling correction approach developed in <cite>Toutanova and Moore (2002)</cite> requires a list of possible pronunciations in order to compare the pronunciation of the misspelling to the pronunciation of correct words. To account for target pronunciations specific to Japanese speakers, we observe the pronunciation variation in the ERJ and generate additional pronunciations for each word in the word list.