From Voice to Form: How Gender-Ambiguous Voices Shape Physical Robot Design

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Authors: Martina De, Negin Hashmati, Mohammad Obaid, Ilaria Torre
Cited by: 3
References: 32

Abstract

Robot design often involves gendered choices that shape Human–Robot Interaction. Voice is a key channel through which gendering occurs, yet little is known about how it influences people’s mental images of robots. This study examines how ambiguous, feminine, and masculine voices affect physical robot design. Participants (N = 45) listened to robot voices (ambiguous, feminine, masculine), built a physical prototype, took part in an interview to explain their design process, and concluded by evaluating both the voice and the robot prototype they built. The findings show that although participants’ explicit ratings of the robots showed no differences across conditions, analyses of the physical prototypes and interview data revealed consistent patterns, suggesting that voice strongly shaped design choices. Specifically, we found that ambiguous voices led to less human-like forms and more hybrid human-machine-like and masculine forms, whereas masculine voices encouraged more human-like prototypes. The results suggest that starting robot design from voice, particularly ambiguous voices, helps reduce gendering and fosters more inclusive robots.

Fields of Study & Subjects

Social Robot Interaction and HRI Bioethics and Human Rights Issues Robot Manipulation and Learning

Publication details

Journal / source
Proceedings of the 21st ACM/IEEE International Conference on Human-Robot Interaction
Publisher
ACM
Pages
658–667
Publication date
10 March 2026