Update README.md

README.md

@@ -4,8 +4,30 @@ language:
 base_model:
 - facebook/hubert-base-ls960
 ---
-Vowel classifier for Luxembourgish
+# Vowel classifier for Luxembourgish
 
-classifies audio input for certain vowels (aː, oː, eː, ɑɪ, æːɪ, ɜɪ, əʊ, æːɪ, æːʊ)
+This model can be use to classify audio input for certain vowels of Luxembourgish (aː, oː, eː, ɑɪ, æːɪ, ɜɪ, əʊ, æːɪ, æːʊ)
+
+## Classification report
+
+| Label         | Precision | Recall    | F1-Score  | Support |
+|---------------|-----------|-----------|-----------|---------|
+| aː            | 0.9427    | 0.9322    | 0.9374    | 1623    |
+| eː            | 0.9323    | 0.9127    | 0.9224    | 951     |
+| oː            | 0.9167    | 0.9167    | 0.9167    | 720     |
+| æːɪ           | 0.8868    | 0.8753    | 0.8810    | 385     |
+| æːʊ           | 0.6047    | 0.7602    | 0.6736    | 171     |
+| ɑɪ            | 0.9067    | 0.9101    | 0.9084    | 534     |
+| ɑʊ            | 0.6821    | 0.6244    | 0.6520    | 213     |
+| əʊ            | 0.8216    | 0.7991    | 0.8102    | 219     |
+| ɜɪ            | 0.8746    | 0.9033    | 0.8887    | 641     |
+| **accuracy**  | 0.8944    | 0.8944    | 0.8944    | -       |
+| **macro avg** | 0.8409    | 0.8482    | 0.8434    | 5457    |
+| **weighted avg** | 0.8964 | 0.8944    | 0.8950    | 5457    |
+
+
+## Confusion matrix
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/61e19a94f28a6640312005fb/GpDQhUSUMVX_-gpjKIc5o.png)
 
 See https://github.com/PeterGilles/luxembourgish-vowel-classifier for a sample application.