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Research Objects for Audio Processing: Capturing Semantics for Reproducibility
Kevin R. Page; Raúl Palma; Piotr Hołubowicz; Graham Klyne; Stian Soiland-Reyes; Daniel Garijo; Khalid Belhajjame; Rudolf Mayer
In: Dittmar, Christian; Fazekas, George; Ewert, Sebastian. 53rd International Conference: Semantic Audio (January 2014): AES 53: International conference on Semantic Audio; 27 Jan 2014-29 Jan 2014; London, UK. http://www.aes.org/e-lib/browse.cfm?elib=17116: AES Audio Engineering Society; 2014.
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Abstract
Earlier work has identified the potential for reuse and reproducibility when applying workflow systems to audio analysis and Music Information Retrieval. In this paper we extend this approach with the introduction of Research Objects to capture semantic information about the use of workflows 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.
Bibliographic metadata
- Conference http://www.aes.org/conferences/53/
- Screencast http://www.youtube.com/watch?v=vjSxGOoFXg0
- Research Object http://www.researchobject.org/
- Wf4Ever http://www.wf4ever-project.org/
- Taverna http://www.taverna.org.uk/
- Workflow http://www.myexperiment.org/workflows/3626
- Article http://www.aes.org/e-lib/browse.cfm?elib=17116
- Proceedings http://www.aes.org/publications/conferences/?confNum=53