Topic Analysis Reveals First Impressions of Voices

People form rapid first impressions when encountering novel faces or voices. A popular theory on first impressions suggests there are two dimensions on which voices and faces vary: valence and dominance. Studies using orthogonal factor rotation, consistently find a third dimension in face space. However, participants are always given the same questionnaire. Unconstrained descriptions of female voices and faces from free-form responses have …