Higgs Audio V2 - Unified Audio Language Modeling at Scale

Speech synthesis has evolved rapidly, but most systems still struggle with natural expressiveness and multi-modal understanding. Higgs Audio V2 addresses these limitations through a unified architecture that treats audio as a language, enabling emergent capabilities like multi-speaker dialogues and prosody adaptation without explicit training. The Challenge Traditional text-to-speech systems…