Need Reliable Speech Detection Without Cloud Dependency?

Detect when users are speaking—securely and instantly, with all voice detection happening on-device, even in noisy conditions.
Need Reliable Speech Detection Without Cloud Dependency?

Overview

Enable accurate, device-level voice detection using Picovoice's Cobra Voice Activity Detection (VAD)—the essential voice-aware building block for any voice application.

Probability of Voice
Click to activate
  • Activate the demo
  • Enable microphone access
  • Start speaking

👤 Who this is for

Role
How you benefit
Voice App Developers
Trigger listening or recording only when someone speaks
Smart Device Makers
Save power and processing by detecting speech activity
UX Designers
Build natural voice flows with hands-free activation
Security Teams
Silence or mute audio except during speech
Edge & Privacy Architects
Ensure voice detection runs locally, no network needed

Use Case Scenarios

🎙️

Wake Word Activation Trigger

Prevent continuous listening and save battery by only activating the system when actual speech is detected.

  • Elevator
  • Hey Casa
  • Cobra Voice Activity Detection detects speech onset, starts the wake word engine—efficient and private
🔒

Audio Recording Control

Record evidence or meetings only when speech is happening to ensure privacy and save storage.

  • Welcome!
  • Recording started...
  • Silence...
  • Recording paused...
  • Reduces disk use, ensures only speech is captured
🔧

Voice-Based Workflow Automation

Initiate VUI or logging only when technicians speak in inspections or maintenance.

  • Inspect valve two
  • Speech detected, followed by Rhino Speech-to-Intent intent recognition—streamlines task logging
🚀

Key benefits

  • Ultra-fast voice detection—sub‑50 ms
  • Saves power, CPU, and storage by avoiding idle listening
  • Rejects ambient noise for accurate triggers
  • Fully local—no cloud, no privacy compromise
  • Supports diverse languages and environments

Why Cobra Voice Activity Detection?

Feature
Cloud or Signal-based Voice Activity Detections
Cobra Voice Activity Detection (On‑Device)
Noise Immunity
❌ Often unreliable
✅ High
Privacy
❌ Sends data to cloud/device
✅ Fully local
Efficiency
❌ Continuous resource usage
✅ CPU/battery-conscious
No per-trigger charges or usage throttling
❌ Often rate-limited
✅ Yes
🔊

Build real-time, cross-platform, and accurate voice detectors!

Tired of poorly supported voice detectors built for research purposes or being stuck at a certain accuracy level despite heavily investing internally?
Start Free

Frequently asked questions

How accurate is Cobra Voice Activity Detection at detecting speech in noisy places?

Extremely accurate. Cobra Voice Activity Detection is trained on diverse real-world environments, including loud spaces and various accents, ensuring it picks up human speech reliably even with background noise or overlapping voices.

Does it run locally? Or send audio to the cloud?

Cobra Voice Activity Detection processes everything on-device. No voice data is ever transmitted externally—keeping all detection events fully private and secure.

Can it save battery or CPU power?

Yes—Cobra Voice Activity Detection is designed to be ultra-efficient. It only activates downstream voice engines when speech is detected, reducing constant processing and extending battery life for mobile or embedded applications.

What types of devices can use it?

Cobra Voice Activity Detection works across all major platforms: web browsers, mobile apps (iOS/Android), embedded Linux systems, and even microcontrollers (MCUs). It delivers the same fast detection regardless of the platform.