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...English ethiopian languages statistical machine translation solomon teferra michael melese martha yifiru million meshesha atinafu wondwossen mulugeta yaregal assabie hafte abera biniyam ephrem tewodros abebe wondimagegnhue tsegaye amanuel lemma andargie seifedin shifaw addis ababa university ethiopia bahir dar aksum axum wolkite atnafu binyam aau edu et wendeal amanu infosys adtsegaye gmail com abstract in this paper we describe an attempt towards the development of parallel corpora for and such as amharic tigrigna afan oromo wolaytta ge ez are used conducting a bi directional smt experiments bleu scores systems show promising result morpho logical richness has great impact on performance smtspecially when targets introduction advancement technology rise internet means communication led to aneverincreasing demandfornlpapplications onenlpapplicationswhichfacilitateshuman humancommunicationismachinetranslation mt inthepresenceofhighvolumedigitaltext ideal aim is produce best possible wit...