1. A method comprising: identifying an acoustic model, wherein the acoustic model is trained on native speech in a target dialect; identifying a class of a speaker; and replacing a phoneme in the acoustic model with a modified phoneme, wherein the modified phoneme is a weighted sum of plausible phonemes in a lattice of plausible phonemes associated with the class of the speaker.