Ravdess 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 …

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…