fix: use dynamic label names for inference to match training dataset

[Mani-Babapour]

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.

[google-cla[bot]]

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.

[github-actions[bot]]

Preview

Preview and run these notebook edits with Google Colab:

• site/en/tutorials/audio/simple_audio.ipynb

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

[Mani-Babapour]

Thanks for the positive feedback!

On Mon, Dec 8, 2025 at 1:26 PM Dhanush Pillay @.***> wrote:

@.**** commented on this pull request.

Good, nice work

— Reply to this email directly, view it on GitHub https://github.com/tensorflow/docs/pull/2403#pullrequestreview-3551156233, or unsubscribe https://github.com/notifications/unsubscribe-auth/AQZAV6N5IOOUEF4MGE2OWVD4AVDOVAVCNFSM6AAAAACNS2RKACVHI2DSMVQWIX3LMV43YUDVNRWFEZLROVSXG5CSMV3GSZLXHMZTKNJRGE2TMMRTGM . You are receiving this because you authored the thread.Message ID: @.***>