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Table 4 Voice-tag word accuracy obtained by sequential voice-to-phoneme conversion with monogram/bigram phoneme histogram and CD HMMs.

From: Voice-to-Phoneme Conversion Algorithms for Voice-Tag Applications in Embedded Platforms

 

Word accuracy (%) with CD HMMs

Sequentially combine hypotheses from

Single sample

Two samples

Three samples

Baseline

Monogram histogram

87.3

93.9

95.6

92.69

Bigram Histogram

87.3

94.0

95.2

92.69