1. https://appdevelopermagazine.com/big-data
  2. https://appdevelopermagazine.com/trulyhandsfree-technology-updates-its-embedded-ai/
4/28/2017 12:02:25 PM
TrulyHandsfree technology updates its embedded AI
Speech Recognition Technology,Embedded AI Technology,AI Embedded Speaker
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App Developer Magazine
TrulyHandsfree technology updates its embedded AI

Big Data

TrulyHandsfree technology updates its embedded AI


Friday, April 28, 2017

Richard Harris Richard Harris

TrulyHandsfree with new shallow learning technique stays small and gets smarter, more accurate, and more robust to noise.

Introduced in 2009, TrulyHandsfree began offering an embedded small vocabulary speech recognition system to feature an always-listening wake word. Now, Sensory, a Silicon Valley-based company focused on improving UX and security of consumer electronics through embedded AI technologies, is announcing they will be making significant updates to the embedded AI in its TrulyHandsfree technology.

Key new features:


Smarter Speech Activation

Their latest deep neural network models for embedded AI have allowed the company to deliver a 5X reduction in false accepts compared to version 4.01, significantly lowering the chances of the speech recognition system activating when not actually summoned by the user.

Enhanced Security

5.0’s embedded speaker verification technology is highly flexible, allowing users to enroll their voice and their own custom trigger or passphrase, restricting unauthorized users from accessing the voice user interface. Even if an unauthorized person learns the trigger or passphrase, their voice biometrics technology will recognize that it’s not the enrolled user speaking and not authenticate them, preventing them from accessing the device.

Voice Barg-in

Version 5.0 also features a new voice barge-in feature, enabled with their proprietary Acoustic Echo Cancellation (AEC) technology. Users can interrupt devices while playing voice prompts, music or other sounds by saying the trigger phrase to control music playback by voice, or provide any other kind of supported speech commands.

Low-Power Footprint

For ultra-low power devices that have limited battery capacity such as wearables, Sensory offers its Low Power Sound Detector (LPSD) hardware component for DSPs and smart microphones that can reduce low-power configurations of TrulyHandsfree to operate at an average battery draw of less than a 1mA.

“The demand for voice user interfaces continues to grow rapidly and TrulyHandsfree 5.0 will allow more manufacturers to incorporate low cost, low power voice user interfaces on device without sacrificing the cloud accuracy,” said Todd Mozer, CEO of Sensory. “TrulyHandsfree 5.0 offers the most advanced and efficient embedded AI technologies we’ve ever created. Additionally, we’ve set the bar higher than ever before for speech recognition accuracy by applying our new proprietary echo cancellation and noise reduction algorithms that we are confident will boost far-field voice performance for IoT devices of all kinds.”





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