At Google’s I/O conference, chief executive Sundar Pichai reflected on the backlash against Silicon Valley companies while, at the same time, promoting the company’s advances and ambitions in artificial intelligence. Among those were specific positive solutions, such as an AI-powered software that helps diagnose eye disease, and a demonstration of what Google Assistant — in a variety of voices and accents — can do for ordinary consumers, and how Smart Compose in Gmail will suggest complete sentences to make the process speedier. Continue reading Google’s Third-Gen Tensor Processor Unit Key to AI Ambitions

Microsoft revealed interesting news during this week’s Build developer conference in Seattle, Washington. Among the key announcements: a pair of mixed reality enterprise apps for the HoloLens; a partnership with DJI to bring Microsoft’s AI and machine learning tech to commercial drones; a preview launch of deep learning acceleration platform Project Brainwave; prototype hardware designed for the meeting room of the future; and Project Kinect for Azure, which provides developers with the opportunity to experiment with a package of sensors and Microsoft’s next-generation depth camera. Continue reading Microsoft Reaches Out to Developers at its Build Conference

The Entertainment Technology Center at The University of Southern California (ETC) will produce “vETC 2018 | The Grand Convergence,” its 4th annual virtual conference (formerly vNAB), June 27-28, 2018, in Los Angeles, highlighting significant presentations of emerging technologies and their impact on the M&E industry. The presentations will be recorded and posted to our YouTube channel. The Initial Expression of Interest seeking speakers and topics is open through Friday, May 18. Specific areas of concentration include AI, machine learning, adaptive production, blockchain, AR/MR/XR (immersive media). We welcome additional topics. Speakers will present concepts, workflows, business models, case studies, etc. Please no sales pitches! If you are interested in consideration, click here for more information. Continue reading ETC’s Virtual Conference: Call for Speakers Deadline May 18

For those interested in the latest in digital storage for media and entertainment, the 2018 Creative Storage Conference is scheduled for June 7th at the DoubleTree Hotel in Culver City, California. Coughlin Associates is conducting a survey of digital storage requirements and practices for M&E professionals with results to be presented at the event. M&E professionals who complete the online survey and indicate their contact information at the end of the survey will receive a free full pass to the Creative Storage Conference. Coughlin Associates is also offering a $100 discount off full conference registration. Continue reading Creative Storage Conference Comes to Culver City Next Month

In a keynote address at NAB in Las Vegas, ETC data & analytics project director Yves Bergquist described how the changing economics of media audiences require new measurement methods and metrics. For the first time, he said, the media and entertainment industry can leverage behavioral psychology, computational neuroscience and machine learning to understand the deep cognitive relationship between audiences and content. He pointed to director Alfred Hitchcock’s prescient statement that, “Creation is based on an exact science of audience reactions.” Continue reading NAB 2018: ETC Keynote on the Audience Genomics Revolution

Fabric Media chief executive/founder Jason Damata led a discussion at NAB with two experts in the field of social media intelligence. Dr. Indraneel Mukherjee founded LiftIgniter, which is “a machine learning personalization, recommendation and discovery engine” for websites and apps to have one-on-one conversations with users. Dr. John Kelly is chief executive at Graphika, which turns “network relationships into dynamic maps of social influence, enabling precision targeting and action to drive business results.” Continue reading NAB 2018: Analytics Scientists Look at Social Media and Bots

Closed captioning isn’t just for the hard-of-hearing anymore. According to Digiday, 85 percent of Facebook video is viewed without sound. That signals a trend of viewers who prefer to watch closed captioning, putting the heat on solutions providers to come up with compliant systems that are also accurate and speedy. With artificial intelligence, says IBM Watson Media senior offering manager David Kulczar, closed captioning can be enhanced to go beyond transcription, and automatically identify background audio descriptions. Continue reading NAB 2018: IBM Watson on Refining AI for Closed Captioning

Tools powered by artificial intelligence and machine learning can also be used in animation and visual effects. Nvidia senior solutions architect Rick Grandy noted that the benefit of such tools is that artists don’t have to replicate their own work. That includes deep learning used for realistic character motion created in real-time via game engines and AI, as well as a phase-functioned neural network for character control, whereby the network can be trained by motion capture or animation. Continue reading NAB 2018: Artificial Intelligence Tools for Animation and VFX

At a conference track on machine learning during the NAB Show in Las Vegas, Amazon Web Services M&E worldwide technical leader Usman Shakeel described his company’s toolsets. Shakeel addressed up front the question of whether machine learning can replace human creativity. “Can content ever create itself?” he asked. He emphasized that, in today’s world, machine-learning (ML) tools are being used to create efficient workflows, and curate and extract massive amounts of metadata. Continue reading NAB 2018: AWS Machine-Learning Tools for Content Creation

USC School of Cinematic Arts professor and editor Norman Hollyn spoke at a conference on machine learning about ML tools available today and those that are imminent for editing film/TV content. Underlying the growing importance of ML-powered tools for editors, Hollyn pointed out that editors who resisted the advent of digital nonlinear editing in the 1990s exited the industry. “AI is bringing things into the post production world and if we don’t start to look at and embrace them, we’ll be ex-editors,” he said. Continue reading NAB 2018: Machine-Learning Tools to Become Vital for Editing

As part of the Next-Generation Media Technologies education track at the upcoming NAB Show in Las Vegas, a half-day conference produced by Rochelle Winters will examine the latest trends in Machine Intelligence and Content Creation (Tuesday, April 10, 9:00 am – 12:00 pm). The program will examine how studios, creative service companies and filmmakers are using machine learning, deep learning and artificial intelligence to help produce content. Leading technologists, production execs and content creators will share the latest research and case studies involving machine intelligence. Continue reading NAB Program to Look at Machine Intelligence, Content Creation

Allstate’s AI-powered chatbot, Amelia, continues helping the insurance company’s call center employees solve customer service issues efficiently. Since her original deployment in September, she’s already helped these employees with more than 3 million client conversations, answering questions through an instant messaging platform on employee desktops. In January alone, Amelia helped on 250,000 calls. Allstate and other insurance companies are turning to chatbots to stay ahead of insurance-focused startups looking to compete.

Continue reading Allstate’s Digital Assistant ‘Amelia’ Now Helps Call Center Reps

ETC is participating in a restructured/streamlined NAB Show schedule (April 7-12, Las Vegas Convention Center). ETC directors Yves Bergquist (data & analytics), Phil Lelyveld (immersive media) and Seth Levenson (adaptive production) have programmed sessions for the Next-Generation Media Technologies education track, focusing on AI and machine learning, immersive media and cloud technology. The sessions are scheduled for Monday-Wednesday in North Hall 257. In addition, ETC will present Future of Cinema sessions in South Hall 222/223 on Sunday, April 8, prior to Monday’s official NAB Show floor opening. Continue reading ETC@USC to Present Sessions at the NAB Show in Las Vegas

As part of the Next-Generation Media Technologies education track at the upcoming NAB Show in Las Vegas, a half-day conference produced by Rochelle Winters will examine the latest trends in Machine Intelligence and Content Creation (Tuesday, April 10, 9:00 am – 12:00 pm). The program will examine how studios, creative service companies and filmmakers are using machine learning, deep learning and artificial intelligence to help produce content. Leading technologists, production execs and content creators will share the latest research and case studies involving machine intelligence. Continue reading NAB Program to Look at Machine Intelligence, Content Creation

Pandora believes it can out-playlist Spotify. The music streaming service has released new personalized playlist options for users, catering to moods, activities and genres. The feature is powered by Pandora’s Music Genome, an information database that “has been in development for over a decade and is capable of classifying music at the song level across 450 different attributes — ‘genes’ that can be as specific as what types of strings are on the guitar,” reports TechCrunch. Pandora’s new feature arrives on the eve of Spotify’s public debut, slated for early April (as a direct listing rather than IPO).

Continue reading Pandora Takes On Spotify With Debut of Personalized Playlists