Table 8 Scenario 2: perplexities of the adapted linguistic models. The baseline system (linguistic models are trained on Ohm_base) is given in column "Ohm_base". "
" denotes the arithmetic (unweighted) mean. The average of the four subsets weighted by the prior probabilities of the four classes is given in row "Mont."
" denotes the arithmetic (unweighted) mean. The average of the four subsets weighted by the prior probabilities of the four classes is given in row "Mont."From: On the Impact of Children's Emotional Speech on Acoustic and Language Models
Linguistic models trained on | |||||
|---|---|---|---|---|---|
Ohm_base | Ohm_base + | Ohm_base + | Ohm_base + | Ohm_base + | |
Test set | (baseline) | 2x Ohm_M | 1x Ohm_N | 3x Ohm_E | 2x Ohm_A |
Mont_M | 24.4 | 20.8 | 24.3 | 32.3 | 29.0 |
Mont_N | 14.9 | 18.5 | 14.8 | 17.2 | 16.8 |
Mont_E | 10.2 | 14.1 | 10.2 | 8.28 | 9.77 |
Mont_A | 9.87 | 12.7 | 9.86 | 9.64 | 7.66 |
| 14.8 | 16.5 | 14.8 | 16.9 | 15.8 |
Mont | 14.2 | 17.8 | 14.2 | 15.9 | 15.6 |
