Category Archives: AI

German news-articles database for Natural Language Processing

In recent years, the volume of news published and read online has been increasing, making news data an interesting resource for many fields of study, such as investigative journalism, social sciences and linguistics. News articles present a compelling source of data for researchers in numerous domains. With the growth of published news articles online, the manual processing of content uploaded …

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A system for Deepfake Detection: DFirt

Synthetic media manipulated by deep learning algorithms have become a matter of public concern due to the fact that they are increasingly realistic and believable and can be used to intentionally mislead public. The term DeepFake refers to synthetic images and videos manipulated by deep learning algorithms that achieve realistic results by swapping a person’s …

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Deep Learning in multimedia

The advances in Artificial Intelligence (AI) and more specifically in Deep Learning, have hardly left any technical domain unaffected. The idea of Artificial Intelligence is not new, what happened that suddenly Artificial Intelligence has gained so much attention? What is the impact on the multimedia landscape and what are the emerging challenges for broadcasters? Shortly …

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In-Browser Face Recognition to amend information on appearing persons

Machine learning and AI tools can support broadcast productions in many applications. One common example is the use of AI tools in the archive where text analysis and image recognition are helping to enrich media assets with additional metadata and thus enable quick search and access to material. In the following example, we tried to …

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VisualMedia in Action

Embedding Social Media in Broadcasting

Social media content is becoming an ever more integral part of broadcasting. By incorporating social media services, it is not only possible to include user-generated content, but also to provide a more immersive and engaging experience for the viewers by using social media platforms as interactive feedback channels. Including this content directly into broadcasts, however, …

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