Research Objects for audio processing: Capturing semantics for reproducibility

Kevin R. Page; Rauĺ Palma; Piotr Holubowicz; Graham Klyne; Stian Soiland-Reyes; Daniel Garijo; Khalid Belhajjame; Rudolf Mayer

Research Objects for audio processing: Capturing semantics for reproducibility

Kevin R. Page
, Rauĺ Palma
, Piotr Holubowicz
, Graham Klyne
, Stian Soiland-Reyes
, Daniel Garijo
, Khalid Belhajjame
, Rudolf Mayer

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

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Abstract

Earlier work identified the potential for reuse and reproducibility when applying workflow systems - repurposable components and their assemblies - to audio analysis and Music Information Retrieval. In this paper we extend this approach with the introduction of Research Objects to capture semantic context, gathered when workflows are applied within the audio research and development process. Once aggregated, the metadata encapsulated in a Research Object can be used to manage and disseminate research output, providing a well structured foundation for meeting the needs of reproducibility. We report on the development and deployment of a software suite that practically applies this notion of Research Objects to capture the semantics surrounding the use of an audio processing workflow and reflect upon how this might be further integrated with lower level semantics from the audio processing domain.

Original language	English
Title of host publication	Proceedings of the AES International Conference\|Proc. AES Int. Conf.
Place of Publication	http://www.aes.org/e-lib/browse.cfm?elib=17116
Publisher	Audio Engineering Society
Pages	149-156
Number of pages	7
ISBN (Print)	9781632662842
Publication status	Published - 2014
Event	53rd AES International Conference 2014: Semantic Audio - London Duration: 1 Jul 2014 → … http://www.aes.orghttp://www.aes.org/conferences/53/http://www.youtube.com/watch?v=vjSxGOoFXg0http://www.researchobject.org/http://www.wf4ever-project.org/http://www.taverna.org.uk/http://www.myexperiment.org/workflows/3626http://www.aes.org/e-lib/browse.cfm?elib=17116http://www.aes.org/publications/conferences/?confNum=53

Conference

Conference	53rd AES International Conference 2014: Semantic Audio
City	London
Period	1/07/14 → …
Internet address	http://www.aes.orghttp://www.aes.org/conferences/53/http://www.youtube.com/watch?v=vjSxGOoFXg0http://www.researchobject.org/http://www.wf4ever-project.org/http://www.taverna.org.uk/http://www.myexperiment.org/workflows/3626http://www.aes.org/e-lib/browse.cfm?elib=17116http://www.aes.org/publications/conferences/?confNum=53

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researchobjects-for-audio-processingAccepted author manuscript, 683 KBLicence: CC BY

http://www.aes.org/e-lib/browse.cfm?elib=17116Licence: Unspecified

Cite this

@inproceedings{d9df433d9f2443aa9851ba81332bdcac,

title = "Research Objects for audio processing: Capturing semantics for reproducibility",

abstract = "Earlier work identified the potential for reuse and reproducibility when applying workflow systems - repurposable components and their assemblies - to audio analysis and Music Information Retrieval. In this paper we extend this approach with the introduction of Research Objects to capture semantic context, gathered when workflows are applied within the audio research and development process. Once aggregated, the metadata encapsulated in a Research Object can be used to manage and disseminate research output, providing a well structured foundation for meeting the needs of reproducibility. We report on the development and deployment of a software suite that practically applies this notion of Research Objects to capture the semantics surrounding the use of an audio processing workflow and reflect upon how this might be further integrated with lower level semantics from the audio processing domain.",

author = "Page, \{Kevin R.\} and Rau{\'l} Palma and Piotr Holubowicz and Graham Klyne and Stian Soiland-Reyes and Daniel Garijo and Khalid Belhajjame and Rudolf Mayer",

note = "This research is supported by the EU Wf4Ever project (FP7-270129). We are especially grateful to our collaborators in the TIMBUS project for presenting the opportunity to develop this scenario, and for their help when using the genre classifier workflow.; 53rd AES International Conference 2014: Semantic Audio ; Conference date: 01-07-2014",

year = "2014",

language = "English",

isbn = "9781632662842",

pages = "149--156",

booktitle = "Proceedings of the AES International Conference|Proc. AES Int. Conf.",

publisher = "Audio Engineering Society",

address = "United States",

url = "http://www.aes.orghttp://www.aes.org/conferences/53/http://www.youtube.com/watch?v=vjSxGOoFXg0http://www.researchobject.org/http://www.wf4ever-project.org/http://www.taverna.org.uk/http://www.myexperiment.org/workflows/3626http://www.aes.org/e-lib/browse.cfm?elib=17116http://www.aes.org/publications/conferences/?confNum=53",

}

Page, KR, Palma, R, Holubowicz, P, Klyne, G, Soiland-Reyes, S, Garijo, D, Belhajjame, K & Mayer, R 2014, Research Objects for audio processing: Capturing semantics for reproducibility. in Proceedings of the AES International Conference|Proc. AES Int. Conf.. Audio Engineering Society, http://www.aes.org/e-lib/browse.cfm?elib=17116, pp. 149-156, 53rd AES International Conference 2014: Semantic Audio, London, 1/07/14. <http://www.aes.org/e-lib/browse.cfm?elib=17116>

Research Objects for audio processing: Capturing semantics for reproducibility. / Page, Kevin R.; Palma, Rauĺ; Holubowicz, Piotr et al.
Proceedings of the AES International Conference|Proc. AES Int. Conf.. http://www.aes.org/e-lib/browse.cfm?elib=17116: Audio Engineering Society, 2014. p. 149-156.

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

TY - GEN

T1 - Research Objects for audio processing: Capturing semantics for reproducibility

AU - Page, Kevin R.

AU - Palma, Rauĺ

AU - Holubowicz, Piotr

AU - Klyne, Graham

AU - Soiland-Reyes, Stian

AU - Garijo, Daniel

AU - Belhajjame, Khalid

AU - Mayer, Rudolf

N1 - This research is supported by the EU Wf4Ever project (FP7-270129). We are especially grateful to our collaborators in the TIMBUS project for presenting the opportunity to develop this scenario, and for their help when using the genre classifier workflow.

PY - 2014

Y1 - 2014

N2 - Earlier work identified the potential for reuse and reproducibility when applying workflow systems - repurposable components and their assemblies - to audio analysis and Music Information Retrieval. In this paper we extend this approach with the introduction of Research Objects to capture semantic context, gathered when workflows are applied within the audio research and development process. Once aggregated, the metadata encapsulated in a Research Object can be used to manage and disseminate research output, providing a well structured foundation for meeting the needs of reproducibility. We report on the development and deployment of a software suite that practically applies this notion of Research Objects to capture the semantics surrounding the use of an audio processing workflow and reflect upon how this might be further integrated with lower level semantics from the audio processing domain.

AB - Earlier work identified the potential for reuse and reproducibility when applying workflow systems - repurposable components and their assemblies - to audio analysis and Music Information Retrieval. In this paper we extend this approach with the introduction of Research Objects to capture semantic context, gathered when workflows are applied within the audio research and development process. Once aggregated, the metadata encapsulated in a Research Object can be used to manage and disseminate research output, providing a well structured foundation for meeting the needs of reproducibility. We report on the development and deployment of a software suite that practically applies this notion of Research Objects to capture the semantics surrounding the use of an audio processing workflow and reflect upon how this might be further integrated with lower level semantics from the audio processing domain.

UR - http://www.youtube.com/watch?v=vjSxGOoFXg0

UR - http://www.myexperiment.org/workflows/3626

M3 - Conference contribution

SN - 9781632662842

SP - 149

EP - 156

BT - Proceedings of the AES International Conference|Proc. AES Int. Conf.

PB - Audio Engineering Society

CY - http://www.aes.org/e-lib/browse.cfm?elib=17116

T2 - 53rd AES International Conference 2014: Semantic Audio

Y2 - 1 July 2014

ER -

Research Objects for audio processing: Capturing semantics for reproducibility

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Research Objects for audio processing: Capturing semantics for reproducibility

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