Research Article
Automatic Assessment Method of Oral English Based on Multimodality
Table 4
Scores the sense of rhythm.
| | Consistency rate | Adjacent consistency rate | Root mean square error |
| Naive Bayes | 0.2940 | 0.9350 | 0.9489 | SVM | 0.5712 | 0.9719 | 0.7159 | MA_SE + Audio + Text + LSTM | 0.6095 | 0.9210 | 0.9809 | MA_SE + Audio + LSTM | 0.6986 | 0.9922 | 0.5703 | MA_SE + Audio + Text + GRU | 0.7349 | 0.9491 | 0.6881 | MA_SE + Audio + GRU | 0.7479 | 0.9919 | 0.5252 |
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