Dataset Open Access
IRMAS: a dataset for instrument recognition in musical audio signals
Juan J. Bosch;
Ferdinand Fuhrmann;
Perfecto Herrera
DCAT Export
<?xml version='1.0' encoding='utf-8'?>
<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:adms="http://www.w3.org/ns/adms#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dct="http://purl.org/dc/terms/" xmlns:dctype="http://purl.org/dc/dcmitype/" xmlns:dcat="http://www.w3.org/ns/dcat#" xmlns:duv="http://www.w3.org/ns/duv#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:frapo="http://purl.org/cerif/frapo/" xmlns:geo="http://www.w3.org/2003/01/geo/wgs84_pos#" xmlns:gsp="http://www.opengis.net/ont/geosparql#" xmlns:locn="http://www.w3.org/ns/locn#" xmlns:org="http://www.w3.org/ns/org#" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:prov="http://www.w3.org/ns/prov#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:schema="http://schema.org/" xmlns:skos="http://www.w3.org/2004/02/skos/core#" xmlns:vcard="http://www.w3.org/2006/vcard/ns#" xmlns:wdrs="http://www.w3.org/2007/05/powder-s#">
<rdf:Description rdf:about="https://doi.org/10.5281/zenodo.1290750">
<rdf:type rdf:resource="http://www.w3.org/ns/dcat#Dataset"/>
<dct:type rdf:resource="http://purl.org/dc/dcmitype/Dataset"/>
<dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://doi.org/10.5281/zenodo.1290750</dct:identifier>
<foaf:page rdf:resource="https://doi.org/10.5281/zenodo.1290750"/>
<dct:creator>
<rdf:Description rdf:about="http://orcid.org/0000-0003-4221-3517">
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0000-0003-4221-3517</dct:identifier>
<foaf:name>Juan J. Bosch</foaf:name>
<org:memberOf>
<foaf:Organization>
<foaf:name>Music Technology Group, Universitat Pompeu Fabra, Barcelona, Spain</foaf:name>
</foaf:Organization>
</org:memberOf>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description>
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<foaf:name>Ferdinand Fuhrmann</foaf:name>
<org:memberOf>
<foaf:Organization>
<foaf:name>Music Technology Group, Universitat Pompeu Fabra, Barcelona, Spain</foaf:name>
</foaf:Organization>
</org:memberOf>
</rdf:Description>
</dct:creator>
<dct:creator>
<rdf:Description rdf:about="http://orcid.org/0000-0003-2799-7675">
<rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
<dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0000-0003-2799-7675</dct:identifier>
<foaf:name>Perfecto Herrera</foaf:name>
<org:memberOf>
<foaf:Organization>
<foaf:name>Music Technology Group, Universitat Pompeu Fabra, Barcelona, Spain</foaf:name>
</foaf:Organization>
</org:memberOf>
</rdf:Description>
</dct:creator>
<dct:title>IRMAS: a dataset for instrument recognition in musical audio signals</dct:title>
<dct:publisher>
<foaf:Agent>
<foaf:name>Zenodo</foaf:name>
</foaf:Agent>
</dct:publisher>
<dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#gYear">2014</dct:issued>
<dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2014-09-08</dct:issued>
<owl:sameAs rdf:resource="https://zenodo.org/record/1290750"/>
<adms:identifier>
<adms:Identifier>
<skos:notation rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://zenodo.org/record/1290750</skos:notation>
<adms:schemeAgency>url</adms:schemeAgency>
</adms:Identifier>
</adms:identifier>
<dct:isVersionOf rdf:resource="https://doi.org/10.5281/zenodo.1290749"/>
<dct:isPartOf rdf:resource="https://zenodo.org/communities/mdm-dtic-upf"/>
<dct:isPartOf rdf:resource="https://zenodo.org/communities/mtgupf"/>
<owl:versionInfo>1.0</owl:versionInfo>
<dct:description><p>This dataset includes musical audio excerpts with annotations of the predominant instrument(s) present. It was used for the evaluation in the following article:</p> <blockquote> <p>Bosch, J. J., Janer, J., Fuhrmann, F., &amp; Herrera, P. &ldquo;<a href="http://ismir2012.ismir.net/event/papers/559_ISMIR_2012.pdf">A Comparison of Sound Segregation Techniques for Predominant Instrument Recognition in Musical Audio Signals</a>&rdquo;, in Proc. ISMIR (pp. 559-564), 2012</p> </blockquote> <p>Please Acknowledge IRMAS in Academic Research</p> <p>IRMAS is intended to be used for training and testing methods for the automatic recognition of predominant instruments in musical audio. The instruments considered are: cello, clarinet, flute, acoustic guitar, electric guitar, organ, piano, saxophone, trumpet, violin, and human singing voice. This dataset is derived from the one compiled by Ferdinand Fuhrmann in his&nbsp;<a href="http://www.dtic.upf.edu/~ffuhrmann/PhD/">PhD thesis</a>, with the difference that we provide audio data in stereo format, the annotations in the testing dataset are limited to specific pitched instruments, and there is a different amount and lenght of excerpts.</p> <p><strong>Using this dataset</strong></p> <p>When IRMAS is used for academic research, we would highly appreciate if scientific publications of works partly based on the IRMAS dataset quote the above publication.</p> <p>We are interested in knowing if you find our datasets useful! If you use our dataset please email us at <a href="mailto:mtg-info@upf.edu">mtg-info@upf.edu</a> and tell us about your research.</p> <p>&nbsp;</p> <p><a href="https://www.upf.edu/web/mtg/irmas">https://www.upf.edu/web/mtg/irmas </a></p></dct:description>
<dct:accessRights rdf:resource="http://publications.europa.eu/resource/authority/access-right/PUBLIC"/>
<dct:accessRights>
<dct:RightsStatement rdf:about="info:eu-repo/semantics/openAccess">
<rdfs:label>Open Access</rdfs:label>
</dct:RightsStatement>
</dct:accessRights>
<dcat:distribution>
<dcat:Distribution>
<dct:license rdf:resource="https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode"/>
<dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.1290750"/>
</dcat:Distribution>
</dcat:distribution>
<dcat:distribution>
<dcat:Distribution>
<dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.1290750"/>
<dcat:byteSize>2282264831</dcat:byteSize>
<dcat:downloadURL rdf:resource="https://zenodo.org/record/1290750/files/IRMAS-TestingData-Part1.zip"/>
<dcat:mediaType>application/zip</dcat:mediaType>
</dcat:Distribution>
</dcat:distribution>
<dcat:distribution>
<dcat:Distribution>
<dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.1290750"/>
<dcat:byteSize>3387310839</dcat:byteSize>
<dcat:downloadURL rdf:resource="https://zenodo.org/record/1290750/files/IRMAS-TestingData-Part2.zip"/>
<dcat:mediaType>application/zip</dcat:mediaType>
</dcat:Distribution>
</dcat:distribution>
<dcat:distribution>
<dcat:Distribution>
<dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.1290750"/>
<dcat:byteSize>2132712716</dcat:byteSize>
<dcat:downloadURL rdf:resource="https://zenodo.org/record/1290750/files/IRMAS-TestingData-Part3.zip"/>
<dcat:mediaType>application/zip</dcat:mediaType>
</dcat:Distribution>
</dcat:distribution>
<dcat:distribution>
<dcat:Distribution>
<dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.1290750"/>
<dcat:byteSize>3181049879</dcat:byteSize>
<dcat:downloadURL rdf:resource="https://zenodo.org/record/1290750/files/IRMAS-TrainingData.zip"/>
<dcat:mediaType>application/zip</dcat:mediaType>
</dcat:Distribution>
</dcat:distribution>
</rdf:Description>
</rdf:RDF>
10,069
24,777
views
downloads
| All versions | This version | |
|---|---|---|
| Views | 10,069 | 10,064 |
| Downloads | 24,777 | 24,776 |
| Data volume | 68.5 TB | 68.5 TB |
| Unique views | 8,860 | 8,855 |
| Unique downloads | 7,097 | 7,096 |
Indexed in
- Publication date:
- September 8, 2014
- DOI:
-
- Meeting:
- 13th International Society for Music Information Retrieval Conference (ISMIR 2012), Porto, Portugal, 08/10/2012
- Communities:
- License (for files):
- Creative Commons Attribution Non Commercial Share Alike 4.0 International