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