Responsible AI at the Vanderbilt Television News Archive: A Case Study

Responsible AI at the Vanderbilt Television News Archive: A Case Study

We provide an overview of the use of machine-learning and artificial intelligence at the Vanderbilt Television News Archive (VTNA). After surveying our major initiatives to date, which include the full transcription of the collection using a custom language model deployed on Amazon Web Services (AWS...

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Veröffentlicht in:Journal of escience librarianship 2024-03, Vol.13 (1)
Hauptverfasser: Anderson, Clifford Blake, Duran, Jim
Format: Artikel
Sprache:eng
Schlagworte:
artificial intelligence
audiovisual archives
metadata automation
television news
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Beschreibung
Zusammenfassung:We provide an overview of the use of machine-learning and artificial intelligence at the Vanderbilt Television News Archive (VTNA). After surveying our major initiatives to date, which include the full transcription of the collection using a custom language model deployed on Amazon Web Services (AWS), we address some ethical considerations we encountered, including the possibility of staff downsizing and misidentification of individuals in news recordings.
ISSN:2161-3974
2161-3974
DOI:10.7191/jeslib.805