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@@ -50,7 +50,9 @@ the wav2vec2 encoders.
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  ## Conclusion
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- As already mentioned above, the model is not useful for any use. We have have identified many issues
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- and limitations, for example the quality of the YouTube data itself and in particular that of the
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- automatic transcriptions. Further work is required to confirm if the data and/or approaches attempted
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- thus far and viable and feasible.
 
 
 
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  ## Conclusion
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+ Until we have collected many more hours of speech,
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+
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+ As already mentioned above, the model is not useful for any use. More hours of speech has to be collected.
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+ In the meantime, we have have identified issues and limitations in our YouTube data, such as the quality
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+ the speech audio and of the automatic transcriptions. Further work is required to correct those issues and/or
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+ if is a feasible dataset.