Emotion Libraries

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 …

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…

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…

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…