We conducted a set of experiments to show the effectiveness of <cite>RNN Encoder-Decoder model</cite> (Cho et al., 2014b; <cite>Sutskever et al., 2014</cite>) in the task of machine transliteration using standard benchmark datasets provided by NEWS 2015-16 shared task .