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STREAMedia
System for the Recognition and Characterization of Editorial Genres in Media and Political News Analysis Videos
FunderFrench National Research Agency (ANR)
Funder Contribution €693,962.00
DurationFrom 01 Nov 2025
Project codeANR-25-CE38-2633
Identifiers
Description
The STREAMedia project aims to develop a method for automatically characterising the editorial genres of videos, using deep learning techniques and a multimodal approach (analysis of metadata, audio and video streams and transcription) based on a corpus of YouTube videos and television programmes (over 85,000 videos). The project is particularly interested in videos dealing with political news and is based on the observation made by numerous studies on the transformations of media formats, particularly around the hypothesis of the strong informalization (Wouters, 2019) of this content. This informalisation is characterised in particular by the mixing of genres (the rise of infotainment, for example) and by the growing importance of emotions and subjectivity, both in traditional media and in new formats on digital platforms. Testing this hypothesis of the informalisation of content therefore requires us to be able to characterise this content, in particular according to whether it belongs to different editorial genres. The project will make it possible to overcome scientific barriers in video analysis, particularly in the areas of humour recognition and event detection. The project, coordinated by CARISM, is based on interdisciplinary collaboration, bringing together seven partners from computer science, sociology, semiology, linguistics and media history. The results of the project will be shared with the scientific community through the development of an OpenSource platform that will enable other video corpora to be processed.
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The STREAMedia project aims to develop a method for automatically characterising the editorial genres of videos, using deep learning techniques and a multimodal approach (analysis of metadata, audio and video streams and transcription) based on a corpus of YouTube videos and television programmes (over 85,000 videos). The project is particularly interested in videos dealing with political news and is based on the observation made by numerous studies on the transformations of media formats, particularly around the hypothesis of the strong informalization (Wouters, 2019) of this content. This informalisation is characterised in particular by the mixing of genres (the rise of infotainment, for example) and by the growing importance of emotions and subjectivity, both in traditional media and in new formats on digital platforms. Testing this hypothesis of the informalisation of content therefore requires us to be able to characterise this content, in particular according to whether it belongs to different editorial genres. The project will make it possible to overcome scientific barriers in video analysis, particularly in the areas of humour recognition and event detection. The project, coordinated by CARISM, is based on interdisciplinary collaboration, bringing together seven partners from computer science, sociology, semiology, linguistics and media history. The results of the project will be shared with the scientific community through the development of an OpenSource platform that will enable other video corpora to be processed.
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