Further Steps towards a Standard Testbed for Optical Music Recognition

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F16%3A10335467" target="_blank" >RIV/00216208:11320/16:10335467 - isvavai.cz</a>
Result on the web
<a href="https://18798-presscdn-pagely.netdna-ssl.com/ismir2016/wp-content/uploads/sites/2294/2016/07/289_Paper.pdf" target="_blank" >https://18798-presscdn-pagely.netdna-ssl.com/ismir2016/wp-content/uploads/sites/2294/2016/07/289_Paper.pdf</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Further Steps towards a Standard Testbed for Optical Music Recognition
Original language description
Evaluating Optical Music Recognition (OMR) is notoriously difficult and automated end-to-end OMR evaluation metrics are not available to guide development. In "Towards a Standard Testbed for Optical Music Recognition: Definitions, Metrics, and Page Images", Byrd and Simonsen recently stress that a benchmarking standard is needed in the OMR community, both with regards to data and evaluation metrics. We build on their analysis and definitions and present a prototype of an OMR benchmark. We do not, however, presume to present a complete solution to the complex problem of OMR benchmarking. Our contributions are: (a) an attempt to define a multi- level OMR benchmark dataset and a practical prototype implementation for both printed and handwritten scores, (b) a corpus-based methodology for assessing automated evaluation metrics, and an underlying corpus of over 1000 qualified relative cost-to-correct judgments. We then assess several straightforward automated MusicXML evaluation metrics against this corpus
Czech name
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Czech description
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Project
<a href="/en/project/GBP103%2F12%2FG084" target="_blank" >GBP103/12/G084: Center for Large Scale Multi-modal Data Interpretation</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 17th International Society for Music Information Retrieval Conference
ISBN
978-0-692-75506-8
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
157-163
Publisher name
New York University
Place of publication
New York, USA
Event location
New York, USA
Event date
Aug 7, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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