Portfolio case study
Control VLM-LLM Agent Silently With Your Breath
Start/stop a neural agent with breathing patterns - no voice commands needed.
Overview
Breath-based control after a short calibration: detect sharp exhales to start, smooth exhale to stop. Works on mic audio or sniffles for silent agent control.
What It Covers
- Non-verbal AI control
- Pattern recognition of breathing acoustics
Stack And Topics
- Audio processing
- Neural Networks
Public Signals
- Public references and qualitative delivery signals are used where numeric benchmarks are not public.