Our neural LM model with global rest cost estimation and frequency matching heuristic with a beam size of 1M has SER of 1.2% compared to the beam search algorithm<cite> (Nuhn et al., 2013)</cite> with beam size of 10M with a 6-gram LM which gives an SER of 2%.