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Update README.md

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@@ -22,6 +22,7 @@ The original Flashlight code, model checkpoints, and Colab notebook can be found
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  [Paper](https://arxiv.org/abs/2111.00161)
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  Authors: Loren Lugosch, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
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  ```
@@ -39,7 +40,7 @@ A huge thanks to [Chan Woo Kim](https://huggingface.co/cwkeam) for porting the m
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  # Training method
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- ![model image](https://raw.githubusercontent.com/cwkeam/scientific-images/main/MCTCT/mctct-slimipl.png) TO-DO: replace with the training diagram from paper
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  For more information on how the model was trained, please take a look at the [official paper](https://arxiv.org/abs/2111.00161).
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  [Paper](https://arxiv.org/abs/2111.00161)
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  Authors: Loren Lugosch, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
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  ```
 
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  # Training method
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+ ![model image](https://raw.githubusercontent.com/cwkeam/scientific-images/main/MCTCT/mctct-slimipl.png)
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  For more information on how the model was trained, please take a look at the [official paper](https://arxiv.org/abs/2111.00161).
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