Research Article
Indonesian Lip-Reading Detection and Recognition Based on Lip Shape Using Face Mesh and Long-Term Recurrent Convolutional Network
Table 5
Results of the performance evaluation (precision, recall, and F1 Score) on the phrase dataset.
| Phrase | Conv-LSTM | LRCN-2Conv | LRCN-3Conv | Precision (%) | Recall (%) | F1score (%) | Precision (%) | Recall (%) | F1score (%) | Precision (%) | Recall (%) | F1score (%) |
| Terima kasih | 98 | 100 | 99 | 100 | 97 | 99 | 100 | 97 | 99 | Saya minta tolong | 86 | 80 | 83 | 95 | 88 | 91 | 93 | 93 | 93 | Saya minta maaf | 88 | 90 | 89 | 97 | 97 | 97 | 97 | 97 | 97 | Minta tolong | 90 | 93 | 91 | 89 | 97 | 93 | 93 | 95 | 94 |
| Accuracy | | | 91 | | | 95 | | | 96 | Macro avg | 91 | 91 | 91 | 95 | 95 | 95 | 96 | 96 | 96 | Weighted avg | 91 | 91 | 91 | 95 | 95 | 95 | 96 | 96 | 96 |
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