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# Hyperparameter Tuning in MATLAB using Experiment Manager & TensorFlow
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![](images/ExperimentManagerCoexecution.png)
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## This example shows how to:
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## This example shows how to develop a speaker identification algorithm with MATLAB and TensorFlow:
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* Preprocess audio data in MATLAB® using the [Audio Toolbox](https://www.mathworks.com/products/audio.html)
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* Train a TensorFlow™ model using co-execution with Python®
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* Tune hyperparameters of a model from MATLAB using the [Experiment Manager App](https://www.mathworks.com/help/deeplearning/ref/experimentmanager-app.html)

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