As we’ve reported before, speech recognition software holds a lot of potential for intuitive control of devices within the IoT, but the technology needs improvement to gain mass adoption. Well, one vendor says it’s on the way.
Sensory Inc., a Silicon Valley-based company focused on improving the user experience and security of consumer electronics through embedded voice and vision technologies, recently announced its TrulyHandsfree 4.0 embedded small-footprint voice user interface platform. This new version of the platform offers improved performance and up to an 80 percent increase in word accuracy, thanks to a feature called “deep learning.” According to Wikipedia, “Deep learning (deep machine learning, or deep structured learning, or hierarchical learning, or sometimes DL) is a branch of machine learning based on a set of algorithms that attempt to model high-level abstractions in data by using model architectures, with complex structures or otherwise, composed of multiple non-linear transformations.”
TrulyHandsfree includes filterbank features and all-new phrase spotting techniques, in addition to a neural nets engine that supports deep learning acoustic models, dramatically improving speech recognition accuracy in real-world noise. It takes advantage of deep learning to achieve acoustic models an order of magnitude smaller than the present state-of-the-art. Also, new spotting techniques ensure that the core part of a spoken request can be recognized in the middle of speech, or when surrounded by ambient noise.
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“TrulyHandsfree was an industry-first that literally changed the way people interact with devices of all kinds,” said Todd Mozer, CEO of Sensory Inc. “TrulyHandsfree 4.0 takes performance to a whole new level with an accuracy, footprint and power consumption that others just can't touch.”
Bringing machine listening into the IoT through deep learning is a new approach, but on that must be taken seriously. We’ll be watching. And if you want to see revolutionary tech like this, don’t miss the IoT Evolution Expo , August 17 to 20 at Caesars Palace in Las Vegas.
Edited by
Maurice Nagle