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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 (s): Page, Kevin; Palma, Raúl; Holubowicz, Piotr; Klyne, Graham; Soiland-Reyes, Stian; Garijo, Daniel; Belhajjame, Khalid; Mayer, Rudolf
Affiliation:
University of Oxford, Oxford, UK; Poznan Supercomputing and Networking Center, Poznan, Poland; University of Manchester, Manchester, UK; Universidad Politécnica de Madrid, Madrid, Spain; Secure Business Austria, Vienna, Austria
(See document for exact affiliation information.)
Publication Date:
2014-01-06
Import into BibTeX
Session subject:
Semantic Web and Linked Data for Audio
Permalink: https://aes2.org/publications/elibrary-page/?id=17116
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Page, Kevin; Palma, Raúl; Holubowicz, Piotr; Klyne, Graham; Soiland-Reyes, Stian; Garijo, Daniel; Belhajjame, Khalid; Mayer, Rudolf; 2014; Research Objects for Audio Processing: Capturing Semantics for Reproducibility [PDF]; University of Oxford, Oxford, UK; Poznan Supercomputing and Networking Center, Poznan, Poland; University of Manchester, Manchester, UK; Universidad Politécnica de Madrid, Madrid, Spain; Secure Business Austria, Vienna, Austria; Paper 2-2; Available from: https://aes2.org/publications/elibrary-page/?id=17116
Page, Kevin; Palma, Raúl; Holubowicz, Piotr; Klyne, Graham; Soiland-Reyes, Stian; Garijo, Daniel; Belhajjame, Khalid; Mayer, Rudolf; Research Objects for Audio Processing: Capturing Semantics for Reproducibility [PDF]; University of Oxford, Oxford, UK; Poznan Supercomputing and Networking Center, Poznan, Poland; University of Manchester, Manchester, UK; Universidad Politécnica de Madrid, Madrid, Spain; Secure Business Austria, Vienna, Austria; Paper 2-2; 2014 Available: https://aes2.org/publications/elibrary-page/?id=17116
@article{page2014research,
author={page kevin and palma raúl and holubowicz piotr and klyne graham and soiland-reyes stian and garijo daniel and belhajjame khalid and mayer rudolf},
journal={journal of the audio engineering society},
title={research objects for audio processing: capturing semantics for reproducibility},
year={2014},
number={2-2},
month={january},}
TY – paper
TI – Research Objects for Audio Processing: Capturing Semantics for Reproducibility
AU – Page, Kevin
AU – Palma, Raúl
AU – Holubowicz, Piotr
AU – Klyne, Graham
AU – Soiland-Reyes, Stian
AU – Garijo, Daniel
AU – Belhajjame, Khalid
AU – Mayer, Rudolf
PY – 2014
JO – Journal of the Audio Engineering Society
VL – 2-2
Y1 – January 2014