From demo to PoC with confidence
Real evaluation kits, reproducible metrics, clear next steps.
DIY Proofs & Open Demos
Real-world demos show what’s possible — built by us, tested by makers, validated on hardware.
- VoxControl Kit (ESP32-S3) three applications in one kit:
- VoxControl Kit demo — ASR + intent-to-command for a toy robot.
- AI Teacher — offline educational Q&A app.
- VoicePIN demo — spoken numeric PIN.
- Text to Speach generaton demo
- SoundGuard mini — detection of critical sounds (sirens, glass, gunshots).
- Gate Project — offline license plate recognition gate opener (Hackster).
- When Your Camera Thinks Before It Shoots — visual wake word demo (Hackster).
DIY projects are not end-products — they are proofs that de-risk OEM adoption.
Developer Resources
Everything an engineer needs to reproduce our results.
- Docs & APIs (GitHub) — function calls, data I/O, code samples.
- Integration Guides — ESP32-S3 for quick PoCs, Arm® Cortex™-M55 + Arm® Ethos™-U55 for production.
- Metrics Pack — latency, memory, and power usage measured on real silicon.
- Test harnesses & datasets — reproducible evaluation and validation.
FAQ
What languages are supported today?
English ASR and TTS are ready. Other languages via custom TinyLM or TTS voices.
Can we run your IP on our hardware?
Yes. ESP32 for quick PoCs, Arm® Cortex™ + Arm® Ethos™-U55 for production.
What’s typical latency?
Tens of ms for triggers, hundreds of ms for ASR/TTS. Exact metrics included in each PoC kit.
Can SoundGuard learn new sound classes?
Yes, domain-specific classes can be trained as custom projects.
How is licensing structured?
Three stages: PoC → Project → Volume. PoC fees are credited to licenses.
What do we get in a PoC?
Hardware board, working SW IP, binaries, APIs, datasets, metrics, and demo video — typically delivered in 2–3 weeks.
Why It Matters
- Proofs create confidence: engineers see real demos running on real boards.
- Community drives credibility: projects on Hackster validate functions beyond lab conditions.
- Resources guarantee reproducibility: any engineer can replicate latency, memory, and power numbers.