Resources
Technical Facts (for Engineers)
ASR/TTS
Designed for strict memory/latency constraints; fast cold start
sLM on MCU
Offline multi-intent command handling, text advice, and dialog generation
SoundGuard
Detection of critical sounds
Vision (VWW) + custom models
Load and update model via our API
Arm Ethos-U optimizations
Pipeline tuned for microNPU SoC
API contracts
Stable, with examples (integration in 1–2 days)
Hackster projects
- Next-Gen VoiceAI in Your Hands: Custom Commands, No Internet
- When Your Camera Thinks Before It Shoots
- VoicePIN Smart Lock: Unlock with Your Voice
- AI Teacher: Built in Language & Math Game on GRC RoboControl
- Gate – Offline License Plate Recognition Gate Opener
- Autonomous Voice-Activated Electromagnetic Lock


