Abstract
A system for on-device voice processing can feature an adaptive user interface (UI) and automated memory management. The system may utilize a lightweight, on-device artificial intelligence model for local processing of voice commands on a media consumption device, for example, a smart television or streaming player. An adaptive UI can present results by reflowing content in-place, which may allow media playback to continue without interruption. The system could also incorporate a collision avoidance mechanism that can dynamically reposition UI elements to avoid obscuring on-screen text, such as closed captions. An automated memory management system may temporarily unload the model to free resources for other applications. This approach may reduce query latency.
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.
Recommended Citation
Jain, Rohit, "On-Device Voice Processing with Adaptive UI and Automated Memory Management", Technical Disclosure Commons, (July 28, 2026)
https://www.tdcommons.org/dpubs_series/11190