AI – IRT Lab

German news-articles database for Natural Language Processing

Hala Attig — Mon, 11 Jan 2021 11:10:10 +0000

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 ...

A system for Deepfake Detection: DFirt

Yamo Akrami — Tue, 01 Dec 2020 12:40:14 +0000

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 ...

Deep Learning in multimedia

Dr. Arvanitidou Marina — Tue, 14 Jul 2020 12:52:53 +0000

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 ...

In-Browser Face Recognition to amend information on appearing persons

Sebastian Prokesch — Wed, 18 Dec 2019 13:39:10 +0000

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 ...

Embedding Social Media in Broadcasting

Christian Keimel — Tue, 05 Feb 2019 10:34:04 +0000