Automatic Annotations and Enrichments for Audiovisual Archives

Nanne Van Noord; Nanne Van Noord; Christian Gosvig Olesen; Roeland Ordelman; Roeland Ordelman; Julia Noordegraaf

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Paper

Automatic Annotations and Enrichments for Audiovisual Archives

Topics: Multimodal Collection Access; New Ways of Accessing Collections such as Associative and Serendipitous Search; Reflections on the Influence of AI on the Heritage Domain

In Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ARTIDIGH, 633-640, 2021 , Vienna, Austria

Authors: Nanne Van Noord ^{1

;

2} ; Christian Gosvig Olesen ³ ; Roeland Ordelman ^{1

;

4} and Julia Noordegraaf ²

Affiliations: ¹ Netherlands Institute for Sound and Vision, The Netherlands ; ² University of Amsterdam, The Netherlands ; ³ Utrecht University, The Netherlands ; ⁴ University of Twente, The Netherlands

Keyword(s): Audiovisual Archives, Automatic Speech Recognition, Computer Vision.

Abstract: The practical availability of Audiovisual Processing tools to media scholars and heritage institutions remains limited, despite all the technical advancements of recent years. In this article we present the approach chosen in the CLARIAH project to increase this availability, we discuss the challenges encountered, and introduce the technical solutions we are implementing. Through three use cases focused on the enrichment of AV archives, Pose Analysis, and Automatic Speech Recognition, we demonstrate the potential and breadth of using Audiovisual Processing for archives and Digital Humanities research.

CC BY-NC-ND 4.0

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Paper citation in several formats:

Van Noord, N. ; Olesen, C. ; Ordelman, R. and Noordegraaf, J. (2021). Automatic Annotations and Enrichments for Audiovisual Archives. In Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ARTIDIGH; ISBN 978-989-758-484-8; ISSN 2184-433X, SciTePress, pages 633-640. DOI: 10.5220/0010387706330640

@conference{artidigh21,
author={Nanne {Van Noord} and Christian Gosvig Olesen and Roeland Ordelman and Julia Noordegraaf},
title={Automatic Annotations and Enrichments for Audiovisual Archives},
booktitle={Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ARTIDIGH},
year={2021},
pages={633-640},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010387706330640},
isbn={978-989-758-484-8},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ARTIDIGH
TI - Automatic Annotations and Enrichments for Audiovisual Archives
SN - 978-989-758-484-8
IS - 2184-433X
AU - Van Noord, N.
AU - Olesen, C.
AU - Ordelman, R.
AU - Noordegraaf, J.
PY - 2021
SP - 633
EP - 640
DO - 10.5220/0010387706330640
PB - SciTePress