Words pronounced incorrectly in text-to-speech

I am creating a module on professional resume tips; and the speech output pronounces “resume” the correct way in this context (res-u-may) and the traditional way (re-soom).  In other words, it uses both pronunciations in text-to-speech.  I even tried adding the asterisk (‘) at the end with no success.  Please help!