Update README.md

README.md

@@ -10,7 +10,7 @@ datasets:
 metrics:
 - wer
 model-index:
-- name: Whisper Small Italian
+- name: luigisaetta/whisper-small3-it
   results:
   - task:
       name: Automatic Speech Recognition
@@ -28,7 +28,7 @@ model-index:
 ---
 
 
-# Whisper Small Italian
+# Whisper Small3 Italian
 
 This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the mozilla-foundation/common_voice_11_0 it dataset.
 It achieves the following results on the evaluation set:
@@ -37,18 +37,27 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-More information needed
+This model is a fine-tuning of the OpenAI Whisper Small model, on the specified dataset.
 
 ## Intended uses & limitations
 
-More information needed
+This model has been developed as part of the Hugging Face Whisper Fine Tuning sprint, December 2022.
+
+It is meant to spread the knowledge on how these models are built and can be used to develop solutions
+where it is needed ASR on the Italian Language.
+
+It has not been extensively tested. It is possible that on other datasets the accuracy will be lower. 
+
+Please, test it before using it.
 
 ## Training and evaluation data
 
-More information needed
+Trained and tested on Mozilla Common Voice, vers. 11
 
 ## Training procedure
 
+The script **run.sh**, and the Python file, used for the training are saved in the repository.
+
 ### Training hyperparameters
 
 The following hyperparameters were used during training: