Research Objects for audio processing: Capturing semantics for reproducibility

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • External authors:
  • Kevin R. Page
  • Rauĺ Palma
  • Piotr Holubowicz
  • Graham Klyne
  • Daniel Garijo
  • Khalid Belhajjame
  • Rudolf Mayer

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.

Bibliographical metadata

Original languageEnglish
Title of host publicationProceedings of the AES International Conference|Proc. AES Int. Conf.
Place of Publicationhttp://www.aes.org/e-lib/browse.cfm?elib=17116
PublisherAudio Engineering Society
Pages149-156
Number of pages7
ISBN (Print)9781632662842
Publication statusPublished - 2014
Event53rd AES International Conference 2014: Semantic Audio - London
Event 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

Conference53rd AES International Conference 2014: Semantic Audio
CityLondon
Period1/07/14 → …
Internet address