sentence1: a spelling-based model that directly maps english letter sequences into arabic letters was developed by al-onaizan and knight .
sentence2: al-onaizan and knight present a hybrid model for arabic-to-english transliteration , which is a linear combination of phoneme-based and grapheme-based models .