1. A method for providing speech recognition, the method comprising the steps of: partitioning a language vocabulary V of word forms of into subsets of word forms based on frequencies of occurrence of the respective word forms; in at least one of said subsets, splitting word forms having frequencies less than a threshold to thereby generate word form components; and generating a language component vocabulary VC comprising the word forms and the word form components.