Update README.md

README.md

@@ -93,13 +93,20 @@ pip install git+https://github.com/langtech-bsc/Matcha-TTS.git@dev-cat
 
 The model was trained on 2 **Catalan** speech datasets
 
-| Dataset             | Language | Hours   |
-|---------------------|----------|---------|
-| Festcat             | ca       | 22      |
-| OpenSLR69           | ca       | 5       |
+| Dataset             | Language | Hours   | Num. Speakers   |
+|---------------------|----------|---------|-----------------|
+| Festcat             | ca       | 22      | 11              |
+| OpenSLR69           | ca       | 5       | 36              |
 
 ### Training procedure
 
+***Catalan Matcha-TTS*** was not trained from scratch. Instead, we finetuned the model from the English multispeaker checkpoint 
+(trained with the [VCTK dataset](https://huggingface.co/datasets/vctk)) provided by the authors. 
+The embedding layer was initialized with the number of catalan speakers (47) and original hyperparameters were kept.
+
+### Training Hyperparameters
+
+
 
 ## Evaluation