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update README.md

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@@ -111,3 +111,9 @@ result = test_dataset.map(evaluate, batched=True, batch_size=8)
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  print("WER: {:2f}".format(100 * wer.compute(predictions=result["pred_strings"], references=result["sentence"])))
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  ```
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  **Test Result**: 43.7 %
 
 
 
 
 
 
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  print("WER: {:2f}".format(100 * wer.compute(predictions=result["pred_strings"], references=result["sentence"])))
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  ```
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  **Test Result**: 43.7 %
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+ ## Training
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+ The Common Voice `train` and `validation` datasets were used for training.
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+ The script used for training can be found [here](https://github.com/jimregan/wav2vec2-sprint/blob/main/irish/fine-tune-xlsr-wav2vec2-on-irish-asr-with-transformers.ipynb)