This presentation will look at how the latest advancements in AI/ML are helping to improve quality control of captions. The session will also explore new ML solutions for text detection and speech to text conversion, and how, by using these intelligent techniques, broadcasters can auto align content and text suggestions, save significant time and expense, while increasing accuracy and creativity.
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This presentation will explain the basic limitations of deep learning-based methods and corrective measures that might help improve the outcome of any ML-based solution. The benefits of manual review and offline/batch training will be discussed. Attendees will gain a better understanding of the inherent limitations of the ML methods to use the technology more effectively.
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Data Week AI/ML & AnalyticsAccomplishing Rapid Closed-Captioning Across All Platforms, Using AIRussell Wise, Senior Vice PresidentArtificial intelligence (AI) and machine learning (ML) processing in the cloud today offers impressive accuracy, scalability and trainability across a variety of applications useful to production houses and content creators. To benefit fully from these services, however, users must be able to integrate AI- and ML-driven microservices into the on-premises workflows that already support day to-day operations. [bc_video video_id="6187288104001" account_id="4229317768001" player_id="BkgkXSCcOM" embed="in-page" padding_top="56%" autoplay="" min_width="0px" max_width="640px" width="100%" height="100%"]
Data Week AI/ML & AnalyticsFostering Effective Collaborative News Production in COVID-era Newsrooms using Neural AI Multimodal Recommendation TechniquesMichael Elhadad, Director of Research & DevelopmentSPEAKER BIOMichael Elhadad is a co-founder of Dalet and serves as a Member of the Management Board and Director. Mr. Elhadad has been Director of Research & Development of the group since 1996. Mr. Elhadad graduated from Ecole Centrale de Paris and has a PhD in Artificial Intelligence from Columbia University. He is the author of over 50 papers on Artificial Intelligence and Computational Linguistics.As news production teams are increasingly forced to work in a dispersed manner, technology solutions can partially alleviate the lack of co-location to create connections among journalists. We report on an experiment where AI techniques are used to recommend multi-media content to journalists when they are working on their stories. These techniques rely on dramatic, recent progress in Natural Language Processing and Vision research, including neural pre-trained Transformer models such as BERT (Bidirectional Encoder Representations from Transformers). At Dalet, we have developed a news recommendation system for journalists as a set of cloud-based SaaS APIs. In this talk we will report on user experiments with journalists that cover text and video in multiple languages...
Three Media's XEN:Pipeline is a new generation Business Content Management System that will drive transformational change across the content supply chain. Sitting at the heart of operations, its automated workflows and business processes are designed to discover, transform, curate and manage your metadata and content throughout its lifecycle, from concept through to distribution.
In this presentation, David will outline why AI is the secret weapon that networks and producers can leverage to thrive in this new era of production, and how the technology can be used to streamline tasks. David will also explain how AI can be used to ensure that all content is easily accessible to all parties involved in the production, post-production and archival processes –– no matter where they’re working from.
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We bring AI and ML competencies to production and compliance workflows – Digital Nirvana’s knowledge management technologies empower organizations across the globe to create content, automate the generation of captions, subtitles, and metadata, as well as monitor the delivery of broadcast media. Digital Nirvana is a global developer of knowledge management technologies that empower organizations to create, share, and mine insights from electronic media. The company’s comprehensive portfolio of solutions includes media monitoring and analysis; generation and management of closed captions, subtitles, transcripts, and metadata; and advanced AI-based technologies that drive custom production workflows. Customers in many industries worldwide rely on Digital Nirvana to improve operational efficiencies, ensure compliance, reduce costs, and expand revenue streams. Digital Nirvana’s compliance-driven solutions deliver unmatched quality, proven versatility, and best-in-class performance to help organizations surmount difficult business challenges and drives rapid and profitable growth.
Skyline Communications is the global leading supplier of end-to-end multi-vendor NMS, OSS and orchestration software solutions for the broadband and media industry. Its flagship DataMiner network management platform enables end-to-end integration of the most complex technical ecosystems and has been deployed by leading operators around the world. The platform heralds a new generation of sophisticated artificial-intelligence-powered solutions and comprises highly innovative features, such as the brand-new DataMiner Augmented Operation concept. The company has offices in Belgium, Portugal, Singapore and the US, a permanent presence in Brazil, Colombia, France, Germany, India, Indonesia, Malaysia, Mexico, Philippines, Russia, and the UK, and a vast network of local partners around the world. Founded in 1985, Skyline has decades of industry-specific NMS and OSS expertise. The company remains a 100% independent NMS/OSS software publisher even today, with over 300 employees and over 6000 systems deployed in more than 125 countries. Not only Skyline's DataMiner platform has received various prestigious awards, but the company itself has also been awarded multiple times for innovation, growth and excellence.
Dalet solutions and services enable media organizations to create, manage and distribute content faster and more efficiently, fully maximizing the value of assets. Based on an agile foundation, Dalet offers rich collaborative tools empowering end-to-end workflows for news, sports, program preparation, post-production, archives and enterprise content management, radio, education, governments and institutions. Dalet platforms are scalable and modular. They offer targeted applications with key capabilities to address critical functions of small to large media operations - such as planning, workflow orchestration, ingest, cataloging, editing, chat and notifications, transcoding, play out automation, multi-platform distribution and analytics. With the Ooyala Flex Media Platform, Dalet’s customers can deploy successful strategies to better address their audiences with agile multi-platform content distribution in a wide range of markets, such as sports for teams and leagues, brands and corporate organizations, as well as Media and Entertainment companies looking to scale up their digital offerings.
View a number of recent Digital Nirvana Webinars on demand
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