Using Morphological Data in Language Modeling for Serbian Large Vocabulary Speech Recognition

Table 8

WER and CER results for RNNLM experiments, without and with additional POS data taken into account. Breakdown by test database part is shown as well.

Result	Total (%)	Books (%)	Shows (%)	“Mobile” (%)
WER RNNLM	4.90	2.77	7.56	0.73
WER RNNLM + POS	4.34	2.18	6.93	0.81
CER RNNLM	1.61	0.70	2.69	0.28
CER RNNLM + POS	1.48	0.59	2.52	0.33