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 type | GMM-HMM and TDNNF model (%WER) | Monophone | Triphone DELTA + DELTA-DELTA | Triphone LDA + MLLT | Triphone SAT | TDNNF |
| Validated utterances | 72.17 | 51.27 | 41.57 | 42.80 | 25.10 | Validated augmented utterances | 73.80 | 49.52 | 39.83 | 40.85 | 24.96 |
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