Update README.md

README.md

@@ -155,9 +155,9 @@ The model was trained on a **Multiaccent Catalan** speech dataset
 
 ### Training procedure
 
-***Matxa Multiaccent Catalan*** was finetuned from a catalan central [multispeaker checkpoint](https://huggingface.co/BSC-LT/matcha-tts-cat-multispeaker), that was trained on 28 hours of data from multiple speakers.
+***Matxa Multiaccent Catalan*** is finetuned from a Catalan Matxa-base model. This Matxa-base model was finetuned from the English multispeaker checkpoint, using a 100h subset of the Catalan CommonVoice v.16 database. The selection of this small set of samples was made by using the UTMOS system, a predictor of values of the metric Mean Opinion Score (MOS) a score usually set by human evaluators according to their subjective perception of speech quality.
 
-The embedding layer was initialized with the number of catalan speakers per accent (2) and the original hyperparameters were kept.
+The embedding layer was initialized with the number of catalan speakers per accent (in total 8) and the original hyperparameters were kept.
 
 ### Training Hyperparameters