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Implementing a classifier to recognize and distinguish male and female voices

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VoiceSep

In this project, I trained different models to classify voices and compared the accuracy of each model to find which one is better.

I have built a logistic regression classifier employing gradient descent to update the parameters. Moreover, I trained another logistic model using Scikit-learn library to compare the accuracy with the one that I built.

Multilayer Perceptron is the other approach that I used, and I built different model with different features using Keras and TensorFlow library to see how changing each feature and parameter will affect the accuracy of the classifier.

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Implementing a classifier to recognize and distinguish male and female voices

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