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--- |
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language: |
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- lb |
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base_model: |
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- facebook/hubert-base-ls960 |
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--- |
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# Vowel classifier for Luxembourgish |
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This model can be use to classify audio input for certain vowels of Luxembourgish (aː, oː, eː, ɑɪ, æːɪ, ɜɪ, əʊ, æːɪ, æːʊ). |
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## Classification report |
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| Label | Precision | Recall | F1-Score | Support | |
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|---------------|-----------|-----------|-----------|---------| |
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| aː | 0.9427 | 0.9322 | 0.9374 | 1623 | |
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| eː | 0.9323 | 0.9127 | 0.9224 | 951 | |
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| oː | 0.9167 | 0.9167 | 0.9167 | 720 | |
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| æːɪ | 0.8868 | 0.8753 | 0.8810 | 385 | |
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| æːʊ | 0.6047 | 0.7602 | 0.6736 | 171 | |
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| ɑɪ | 0.9067 | 0.9101 | 0.9084 | 534 | |
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| ɑʊ | 0.6821 | 0.6244 | 0.6520 | 213 | |
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| əʊ | 0.8216 | 0.7991 | 0.8102 | 219 | |
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| ɜɪ | 0.8746 | 0.9033 | 0.8887 | 641 | |
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| **accuracy** | 0.8944 | 0.8944 | 0.8944 | - | |
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| **macro avg** | 0.8409 | 0.8482 | 0.8434 | 5457 | |
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| **weighted avg** | 0.8964 | 0.8944 | 0.8950 | 5457 | |
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## Confusion matrix |
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See https://github.com/PeterGilles/luxembourgish-vowel-classifier for a sample application. |
