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Previously, the inference section used a hardcoded list of labels:
['no', 'yes', 'down', 'go', 'left', 'up', 'right', 'stop'],
which may not match the order of class names in train_ds.class_names.
This could lead to incorrect labeling in prediction visualizations.

This commit replaces the hardcoded labels with label_names from the training dataset to ensure the model's outputs are correctly mapped to their respective labels.

Previously, the inference section used a hardcoded list of labels:
['no', 'yes', 'down', 'go', 'left', 'up', 'right', 'stop'],
which may not match the order of class names in `train_ds.class_names`.
This could lead to incorrect labeling in prediction visualizations.

This commit replaces the hardcoded labels with `label_names` from the training
dataset to ensure the model's outputs are correctly mapped to their respective labels.
@Mani-Babapour Mani-Babapour requested a review from a team as a code owner November 30, 2025 11:29
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google-cla bot commented Nov 30, 2025

Thanks for your pull request! It looks like this may be your first contribution to a Google open source project. Before we can look at your pull request, you'll need to sign a Contributor License Agreement (CLA).

View this failed invocation of the CLA check for more information.

For the most up to date status, view the checks section at the bottom of the pull request.

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Preview

Preview and run these notebook edits with Google Colab: Rendered notebook diffs available on ReviewNB.com.

Format and style

Use the TensorFlow docs notebook tools to format for consistent source diffs and lint for style:
$ python3 -m pip install -U --user git+https://github.com/tensorflow/docs

$ python3 -m tensorflow_docs.tools.nbfmt notebook.ipynb
$ python3 -m tensorflow_docs.tools.nblint --arg=repo:tensorflow/docs notebook.ipynb
If commits are added to the pull request, synchronize your local branch: git pull origin fix-simple-audio

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