Research Article
Automatic Assessment Method of Oral English Based on Multimodality
Table 6
Scores the emotional performance.
| | Consistency rate | Adjacent consistency rate | Root mean square error |
| Naive Bayes | 0.2318 | 0.7039 | 0.3522 | SVM | 0.4189 | 0.9382 | 0.8852 | MA_SE + Audio + GRU | 0.6436 | 0.9632 | 0.7031 | MA_SE + Audio + LSTM | 0.6132 | 0.9745 | 0.6845 | MA_SE + Audio + Text + LSTM | 0.6559 | 0.9636 | 0.7122 | MA_SE + Audio + Text + GRU | 0.6889 | 0.9388 | 0.7254 |
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