Perception and social evaluation of cloned and recorded voices: Effects of familiarity and self-relevance
Victor Rosi, Emma Soopramanien, Carolyn McGettigan
Abstract
Modern speech technologies enable the artificial replication, or cloning, of the human voice. In the present study, we investigated whether listeners' perception and social evaluation of state-of-the-art voice clones depend on whether the clone being heard is a replica of the self, a friend, or a total stranger. We recorded and cloned the voices of familiar pairs of adult participants. Forty-seven of these experimental participants (and 47 unfamiliar controls) rated the Trustworthiness, Attractiveness, Competence, and Dominance of cloned and recorded samples of their own voice and their friend's voice. We observed that while familiar listeners found clones to sound less (or similarly) trustworthy, attractive, and competent than recordings, unfamiliar listeners showed an opposing profile in which clones tended to be rated higher than recordings. Within this, familiar listeners tended to prefer their friend's voice to their own, although perceived similarity of both self- and friend-voice clones to the original speaker identity predicted higher ratings on all trait scales. Overall, we find that familiar listeners' impressions are sensitive to the perceived accuracy and authenticity of cloning for voices they know well, while unfamiliar listeners tend to prefer the synthetic versions of those same voice identities. The latter observation may relate to the tendency of generative voice synthesis models to homogenise speaking accents and styles, such that they more closely approximate (preferred) norms. • Familiarity shapes social evaluations of voice clones. • Unfamiliar listeners rate clones higher (or similarly) than voice recordings on social traits, yet struggle to detect clones. • Familiar listeners rate recordings higher than clones (except for dominance) and detect clones with high sensitivity. • Nonetheless, greater similarly of a clone to the original voice boosts trait ratings for familiar listeners. • The findings have important implications for designing applications of voice clones of familiar and unfamiliar identities.