{"type": "article", "title": "Symbiotic Architecture for Post-Hoc Audio Extension of Frozen Language Models", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/symbiotic-architecture-for-post-hoc-audio-extension-of-frozen-language-models", "original_source": "https://www.machinebrief.com/news/symbiotic-architecture-for-post-hoc-audio-extension-of-froze-mnvy", "published": "2026-09-28T04:00:00+00:00", "accessed": "2026-09-28", "id": "symbiotic-architecture-for-post-hoc-audio-extension-of-frozen-language-models"}