Speech translation stops carrying only words: Spanish tone is projected into English expression space, then fed to a frozen generator
On bidirectional Spanish–English speech-to-speech translation, PACT maps source pragmatic cues into the target-language expression space and injects them as continuous prompts into a frozen speech generator, giving the best overall performance among evaluated systems across content fidelity, voice preservation, and expression preservation.