However, the counting transducer for unigrams is simpler than the corresponding counting transducer for higherorder n-grams.
counting unigrams in E n is easier than counting n-grams in E. Associated with each E n we have a transducer Ψ n which can be used to calculate the path posterior probabilities p(u|E) for all u ∈ N n .