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Evaluation framework for automatic singing transcription
dc.contributor.author | Molina, Emilio | |
dc.contributor.author | Barbancho-Pérez, Ana María | |
dc.contributor.author | Tardón-García, Lorenzo José | |
dc.contributor.author | Barbancho-Pérez, Isabel | |
dc.date.accessioned | 2014-11-05T13:06:12Z | |
dc.date.available | 2014-11-05T13:06:12Z | |
dc.date.created | 2014 | |
dc.identifier.uri | http://hdl.handle.net/10630/8372 | |
dc.description.abstract | In this paper, we analyse the evaluation strategies used in previous works on automatic singing transcription, and we present a novel, comprehensive and freely available evaluation framework for automatic singing transcription. This framework consists of a cross-annotated dataset and a set of extended evaluation measures, which are integrated in a Matlab toolbox. The presented evaluation measures are based on standard MIREX note-tracking measures, but they provide extra information about the type of errors made by the singing transcriber. Finally, a practical case of use is presented, in which the evaluation framework has been used to perform a comparison in detail of several state-of-the-art singing transcribers. | es_ES |
dc.description.sponsorship | Universidad de Málaga. Campus de Excelencia Internacional Andalucía Tech. This work has been funded by the Ministerio de Economía y Competitividad of the Spanish Government under Project No. TIN2013-47276-C6-2-R and by the Junta de Andalucía under Project No. P11-TIC-7154. | es_ES |
dc.language.iso | eng | es_ES |
dc.rights | info:eu-repo/semantics/openAccess | es_ES |
dc.subject | Música - Proceso de datos | es_ES |
dc.subject.other | MIR | es_ES |
dc.subject.other | Music Information Retrieval | es_ES |
dc.subject.other | Singing transcription | es_ES |
dc.subject.other | Transcription evaluation | es_ES |
dc.subject.other | Audio signal processing | es_ES |
dc.title | Evaluation framework for automatic singing transcription | es_ES |
dc.type | info:eu-repo/semantics/conferenceObject | es_ES |
dc.centro | E.T.S.I. de Telecomunicación | es_ES |
dc.relation.eventtitle | ISMIR 2014. The International Society for Music Information Retrieval | es_ES |
dc.relation.eventplace | Taipei, Taiwan | es_ES |
dc.relation.eventdate | Octubre de 2014 | es_ES |
dc.identifier.orcid | 0000-0002-5441-225X | es_ES |