Automatic Annotations and Enrichments for Audiovisual Archives

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

doi:10.5220/0010387706330640

Automatic Annotations and Enrichments for Audiovisual Archives

Nanne Van Noord, Christian Olesen, Roeland Ordelman, Julia Noordegraaf

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

1 Citation (Scopus)

37 Downloads (Pure)

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.

Original language	English
Title of host publication	Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ARTIDIGH
Editors	Ana Paula Rocha, Luc Steels, Jaap van den Herik
Publisher	SCITEPRESS
Pages	633-640
Number of pages	8
ISBN (Electronic)	978-989-758-484-8
DOIs	https://doi.org/10.5220/0010387706330640
Publication status	Published - 2021
Event	13th International Conference on Agents and Artificial Intelligence, ICAART 2021 - Online Event Duration: 4 Feb 2021 → 6 Feb 2021 Conference number: 13 http://www.icaart.org/Home.aspx

Conference

Conference	13th International Conference on Agents and Artificial Intelligence, ICAART 2021
Abbreviated title	ICAART 2021
Period	4/02/21 → 6/02/21
Internet address	http://www.icaart.org/Home.aspx

Access to Document

10.5220/0010387706330640Licence: CC BY-NC-ND

VanNoord2021automaticFinal published version, 313 KBLicence: CC BY-NC-ND

Cite this

@inproceedings{2ee24174001b4ab09c5ac9e9c57c3457,

title = "Automatic Annotations and Enrichments for Audiovisual Archives",

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.",

author = "Noord, {Nanne Van} and Christian Olesen and Roeland Ordelman and Julia Noordegraaf",

note = "Funding Information: CLARIAH is a distributed data & tools infrastructure for the Humanities and Social Sciences, funded by the Netherlands Organization for Scientific Research in two subsequent projects, respectively CLARIAH-CORE (2014-2018) and CLARIAH-PLUS (2019-2024). In CLARIAH-CORE basic infrastructure and tools were developed following user-centered design principles and by carrying out research pilots so as to develop a detailed understanding of researchers{\textquoteright} needs. Building on the experiences and insights from CLARIAH-CORE, CLARIAH-PLUS simultaneously focuses on scaling up and facilitating the implementation of the CLARIAH infrastructure in research and teaching. CLARIAH{\textquoteright}s data and tools are stored at the partner institutions (so called CLARIAH centers: knowledge centers, libraries, archives and museums) that make the large data collections accessible via online virtual research environments (VREs) for users to access on their home computers. Funding Information: The research described in this paper was made possible by the CLARIAH-PLUS project (www.clariah.nl) financed by NWO. Publisher Copyright: {\textcopyright} 2021 by SCITEPRESS - Science and Technology Publications, Lda.; 13th International Conference on Agents and Artificial Intelligence, ICAART 2021, ICAART 2021 ; Conference date: 04-02-2021 Through 06-02-2021",

year = "2021",

doi = "10.5220/0010387706330640",

language = "English",

pages = "633--640",

editor = "Rocha, {Ana Paula} and Luc Steels and {van den Herik}, Jaap",

booktitle = "Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ARTIDIGH",

publisher = "SCITEPRESS",

url = "http://www.icaart.org/Home.aspx",

}

Noord, NV, Olesen, C, Ordelman, R & Noordegraaf, J 2021, Automatic Annotations and Enrichments for Audiovisual Archives. in AP Rocha, L Steels & J van den Herik (eds), Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ARTIDIGH. SCITEPRESS, pp. 633-640, 13th International Conference on Agents and Artificial Intelligence, ICAART 2021, 4/02/21. https://doi.org/10.5220/0010387706330640

Automatic Annotations and Enrichments for Audiovisual Archives. / Noord, Nanne Van; Olesen, Christian; Ordelman, Roeland et al.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ARTIDIGH. ed. / Ana Paula Rocha; Luc Steels; Jaap van den Herik. SCITEPRESS, 2021. p. 633-640.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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