Research Article

Acoustic Model with Multiple Lexicon Types for Indonesian Speech Recognition

Table 15

The performance of the models using 46,550 validated augmented vs. nonaugmented utterances.

Data typeGMM-HMM and TDNNF model (%WER)
MonophoneTriphone DELTA + DELTA-DELTATriphone LDA + MLLTTriphone SATTDNNF

Validated utterances72.1751.2741.5742.8025.10
Validated augmented utterances73.8049.5239.8340.8524.96