By comparing our model to the grapheme baseline, we can see the advantage of modeling the pronunciations of a letter using a mixture model, especially for a language like English which has many pronunciation irregularities.
even for languages with straightforward pronunciation rules, the concept of modeling letter pronunciations using mixture models still applies.