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Heintz, Ilana1
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Arabic Language Modeling with Stem-Derived Morphemes for Automatic Speech Recognition
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Heintz, Ilana – ProQuest LLC, 2010
The goal of this dissertation is to introduce a method for deriving morphemes from Arabic words using stem patterns, a feature of Arabic morphology. The motivations are three-fold: modeling with morphemes rather than words should help address the out-of-vocabulary problem; working with stem patterns should prove to be a cross-dialectally valid…
Descriptors: Semitic Languages, Dialects, Vowels, Morphemes