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@@ -176,5 +176,5 @@ And the confusion matrix for the validation set is:
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  ## Credits
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  Author: [Fadi Badine](https://twitter.com/fadibadine).
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- Based on the following Keras example [English speaker accent recognition using Transfer Learning](https://keras.io/examples/audio/uk_ireland_accent_recognition") by Fadi Badine
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- Check out the demo space [here](https://huggingface.co/keras-io/spaces/english-speaker-accent-recognition-using-transfer-learning)
 
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  ## Credits
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  Author: [Fadi Badine](https://twitter.com/fadibadine).
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+ Based on the following Keras example [English speaker accent recognition using Transfer Learning](https://keras.io/examples/audio/uk_ireland_accent_recognition) by Fadi Badine
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+ Check out the demo space [here](https://huggingface.co/spaces/keras-io/english-speaker-accent-recognition-using-transfer-learning)