We could stop at words , but we don't , right ? We go all the way down to phonemes.
Right , but I me I  I think that maybe in some ways part of the difficulty is  is trying to deal with the  with these phonemes. You know , and  and  and i it 's almost like you want categories if  if our  if our , uh , um ,  metric of  of goodness , uh , i if our
Mm - hmm.
correction  if our metric of badness  is word error rate then , um , maybe we should be looking at words.