Local audio ecosystem seeks "Ollama for Audio" equivalent

Pinokio's "AI browser" model simplifies script management but introduces abstraction layers that frequently conflict with local hardware drivers. Dione, once a promising app installer, is facing a sunset period with community maintenance stalling and core domains scheduled to go offline in 2026. The fragmentation of UI frameworks like Gradio and Streamlit across different audio projects makes cross-model benchmarking a manual and error-prone process. Native performance optimization is the next frontier, as users want the same low-overhead, CLI-first experience for audio that they currently enjoy for LLMs. Without a unified "model pool" standard, audio developers are forced to "vibe code" custom interfaces, creating a technical debt cycle for every new model release.