deterministic validation 1evaluation metrics 1large language models 1open sound control 1prompt engineering 1real-time audio control 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.HC2026
LLM4OSC: Profile-Bound Natural Language Control with Deterministic Validation for Open Sound Control
Yuan-Yi Fan
The paper introduces LLM4OSC, a local‑first system that lets large language models generate Open Sound Control (OSC) commands by first producing structured JSON intents that are va…
cs.HC2025
MCP2OSC: Parametric Control by Natural Language
Yuan-Yi Fan
Text prompts enable intuitive content creation but may fall short in achieving high precision for intricate tasks; knob or slider controls offer precise adjustments at the cost of…