4 Components & Libraries
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Emotion detection game using computer vision. Interactive game that ranks players by their ability to show an emotion (eg, "Show surprise"). Emotion detection is accomplished using an Inception-based…
A machine learning application for emotion recognition from speech. Language: Python 2.7 Mario Ruggieri Download Berlin DB from the link. Request DaFeX dataset following the link instructions. The co…
This project presents a deep learning classifier able to predict the emotions of a human speaker encoded in an audio file. The classifier is trained using 2 different datasets, RAVDESS and TESS, and …
This notebook includes code for reading in audio data, feature extraction, hyperparameter tuning with Optuna, and models including KNN, Logistic Regression, Decision Tree, Boosting, Bagging, Multilay…
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