Update README.md

README.md

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-<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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 # Whisper Tiny Metal - Juan Pablo Díaz
 
 This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Gutural Scream & Metal Vocals dataset.
 
 ## Model description
-
-More information needed
+The model is inteded for automatic speech recognition in gutural and scream voice. The model was trained on vocals preprocessed using Spleeter source separtion algorithm.
 
 ## Intended uses & limitations
+Check out a demo of the model in my 'Spaces' repository: jpdiazpardo/jpdiazpardo-whisper-tiny-metal
 
-More information needed
+Load the dataset from huggingface in your notebook:
+```python
+from transformers import WhisperForConditionalGeneration, WhisperProcessor
 
-## Training and evaluation data
+model = WhisperForConditionalGeneration.from_pretrained("jpdiazpardo/whisper-tiny-metal")
+processor = WhisperProcessor.from_pretrained("jpdiazpardo/whisper-tiny-metal")
+```
 
-More information needed
+## Training and evaluation data
+jpdiazpardo/guturalScream_metalVocals
 
 ## Training procedure
 
@@ -48,8 +50,6 @@ The following hyperparameters were used during training:
 
 ### Training results
 
-
-
 ### Framework versions
 
 - Transformers 4.32.0