Recognition of words in very large vocabulary

We explore the use of morph-based language models in large-vocabulary continuous-speech recognition systems across four so-called morphologically rich languages: Finnish, Estonian, Turkish, and Egyptian Colloquial Arabic. The morphs are subword units ...

It is practically impossible to build a word-based lexicon for speech recognition in agglutinative languages that would cover all the relevant words. The problem is that words are generally built by concatenating several prefixes and suffixes to the ...

Speech is the most natural way of human communication and in order to achieve convenient and efficient human-computer interaction implementation of state-of-the-art spoken language technology is necessary. Research in this area has been traditionally ...