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Table 4 Perplexity of Hub5’00-SWB and RT03S-FSH set for different LMs

From: Empirically combining unnormalized NNLM and back-off N-gram for fast N-best rescoring in speech recognition

Model

Perplexity

 

Hub5’00-SWB

RT03S-FSH

KN3

89.40

66.76

KN5

86.78

63.80

+FNNLM

71.84

53.98

+RNNLM-C400

66.67

51.34

FNNLM

76.17

56.99

RNNLM-C400

70.83

54.39