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@@ -498,7 +498,7 @@ BLEU score on [mExpresso](https://huggingface.co/facebook/seamless-expressive#me
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  ## Model Fairness Evaluation
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- As outlined in the paper "Towards Measuring Fairness in AI: the Casual Conversations Dataset", we assessed the parakeet-tdt-1.1b model for fairness. The model was evaluated on the CausalConversations-v1 dataset, and the results are reported as follows:
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  ### Gender Bias:
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  ## Model Fairness Evaluation
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+ As outlined in the paper "Towards Measuring Fairness in AI: the Casual Conversations Dataset", we assessed the canary-1.1b model for fairness. The model was evaluated on the CausalConversations-v1 dataset, and the results are reported as follows:
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  ### Gender Bias:
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