Voxtral TTS uses hybrid autoregressive + flow-matching for multilingual voice cloning

Mistral unveiled Voxtral, a TTS system that pairs an autoregressive backbone with flow-matching synthesis to close the 'expressivity gap' in multilingual voice cloning. The architecture aims to preserve speaker identity, emotion, and rhythm beyond the first few seconds — a known failure mode for current systems.