Voice or Stereotype? Disentangling Acoustic and Content-Based Gender in Speech-to-Speech Models

Xiaoqun Liu, Tanu Mitra, Harshit Rajgarhia +1

Speech-to-speech (S2S) models now run inside dubbing, translation, and voice agents. Unlike text models, they hear the speaker's voice, which carries the speaker's gender. A faithf…