WS23-24_Sound_Change

Resonance of Inequality

This study examines the change of female fundamental frequency (F0) in the top 5 Miss Universe interviews over 53 years and its correlation with the Gender Equality Index (GEI). Read the Poster

Directory Structure

The following are the main files that directly produce the final outputs.

• F0_change_prediction_model.ipynb (the main regression model)
• Inequality_to_equality.ipynb (the regression model converting inequality scores to equality)
• NEW_F0_averaged_GEstatusCategories.csv (F0 data)
• combined_df1_1950_2021.csv (gender equality scores)