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README.md

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This repository contains my work on speech emotion detection using <a href="https://zenodo.org/record/1188976#.Xl-poCEzZ0w" > RAVDESS</a> dataset.
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The models which were discussed in the repository are MLP,SVM,Decision Tree,CNN,Random Forest.
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The models which were discussed in the repository areSVM,Decision Tree,Random Forest.
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<h4>Pre-requisites : </h4>
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<p>python-3.7+</p>
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<h4> Details :</h4>
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<p>utils.py - Contains extraction of features,loading dataset functions</p>
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<p>loading_data.py - Contains dataset loading,splitting data</p>
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<p>mlpclassifier.py - Contains mlp model code</p>
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<p>Using_ml_algorithms.py - Contains SVM,randomforest,Decision tree Models.</p>
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<p>CNN_speechemotion.ipynb - Consists of CNN-1d model</p>
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<b>NOTE :</b> Remaining .ipynb files were same as above files but shared from google colab.

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