However, Kominek and Black (2006) show that in languages with a less transparent relationship between spelling and pronunciation, such as English, Dutch, or German, the number of letter-to-sound rules grows almost linearly with the lexicon size.
note that we consider not only letter unigrams but all n-grams that fit within the window, which enables the model to assign phoneme preferences to contexts containing specific sequences, such as ing and tion.