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This book presents a structure transfer framework for the English-To-ISL machine translation system and a dictionary framework that is used to associate signs cor- responding to a given English, Hindi or Bengali text. The book further discusses how to use this dictionary framework to annotate the complex phonological information of a sign language using the Hamburg Sign Language Notation System (HamNoSys).