Posts Tagged ‘speech-to-text’

Yandex Takes Its Machine Learning Smarts Into New Role as Business Services Provider

yandex-logo (1)Yandex is going beyond web search and into the enterprise. This week it announced a new venture, the Yandex Data Factory, which will apply its machine-learning products and algorithms – which power more than 70 percent of its own products and applications – to business’ Big Data issues.

Using a client’s pre-existing data, the press release notes, Yandex creates an algorithmic model, which it then applies to the client’s new data to predict what will happen next in various scenarios. “This is exactly what is happening every second on Yandex’s services when we personalize search suggestions, recommend music, recognize speech or images, or target ads,” the release notes.

The model cases for Yandex Data Factory include: churn prediction by running segmentation and micro-segmentation algorithms on the data to find patterns in customer behavior that indicate they’re heading for the exit or that possible fraud activity is underway; personalizing cross-sell and up-sell recommendations based on user profiles built upon the searches they made, links or ads they clicked, videos they watched, and other activities; using its speech-to-text technology to analyze call center or other support call speech streams and detect anomalies in interactions to drive employee interaction quality and improve skills.

It also uses history-based prediction technology and its own computer vision and image recognition technologies to enables businesses to analyze large volumes of images and videos to spot anomalies, find recurring objects or events, and other things that will help them assess conditions and assure productivity.

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Smart Toys For Girls and Boys

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Courtesy: Flickr/ FutUndBeidl

Right before Thanksgiving The Semantic Web Blog gave readers a heads-up about how retailers use of semantic technology could help make the holiday shopping season brighter for consumers. This week, to help those still in need of finding something special for that someone special on his or her shopping list – i.e. friends, children and family with a taste for meaningful computing (or at least for the products that result from it) – we’ll take a look at some holiday gift buys that might fit the bill.

Ladies and gentlemen, start your shopping engines:

  • Joining his artificial-intelligence inspired robot friends like Robosapien X and Roboraptor is MiP, which toymaker Wowwee calls a balancing multifunctional and autonomous robot powered by iOS or Android smartphones. The device includes GestureSense technology that lets it respond to the motions of hands or other objects, so that you can play games like Follow the Leader, and to mobile apps that let you drive him around, set him up in a boxing match, or play games like stacking objects.

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Get More Value Out Of Video By Facilitating Better Search

ramp_logo_grad_4cEnterprise videos– visionary statements, product introductions, town hall meetings, training aids, and conferences – are everywhere on the Internet and corporate Intranets. But no matter how flashy the graphics or how well-prepared the speaker, there’s something missing when it comes to the viewer experience: The ability to search these videos.

Ramp is one of the vendors aiming to address the issue by delivering a fully automated data-driven user experience around finding content. It’s about the ability to watch and look inside a video — a 45-minute keynote, for example, said Joshua Berkowitz, the company’s director of product management at Enterprise Search & Discovery 2014. Everyone has had the experience of starting to view such an event online, only to get distracted by their smartphones or something else a few minutes in. In the meantime, the video plays on and goes right past the part you were most interested in without your even noticing.  “How to find the piece of content that interests you in the same way you could find those pieces inside a document?” he asked the audience.

More importantly, how can the supplier of that content facilitate that, as well as other ways to help the viewer interact with the elements they are interested in, or provide additional information such as links to product or contact details? “Time-based metadata for video can revolutionize the search experience,” Berkowitz said, a capability Ramp’s technology supports with its MediaCloud technology that generates time-coded text transcripts and metadata from video content, providing a time-coded transcript and tag set.

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