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  1. f

    Music.Traditional.HinduRaga.MIDI

    • figshare.com
    Updated Sep 24, 2017
  2. f

    How teenagers use music to manage their mood: An initial investigation

    • figshare.com
    Updated Jan 11, 2016
  3. U.S. users who use YouTube to watch or listen to music 2017, by occurrence

    • www.statista.com
  4. t

    Data from: BBC Music

    • datahub.io
    • data.wu.ac.at
    Updated Jul 30, 2016
  5. Music Public Blockchain

    • data.world
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  6. Leading Android music apps in Germany 2018, by downloads

    • www.statista.com
  7. H

    Music and emotion dataset (Primary Musical Cues)

    • dataverse.harvard.edu
    • datamed.org
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  8. f

    Music.Traditional.Chinese.MIDI

    • figshare.com
    Updated Sep 24, 2017
  9. Skate Music

    • data.world
    Updated Oct 5, 2019
  10. z

    Flute audio labelled database for Automatic Music Transcription

    • zenodo.org
    • figshare.com
    Published Sep 4, 2018
  11. Music album sales in the U.S. 2007-2018

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  12. MASS: Music Audio Signal Separation

    • zenodo.org
    Published Aug 28, 2013
  13. d

    Primary ITT Music Materials

    • data.gov.uk
    • data.wu.ac.at
    Updated Sep 19, 2013
  14. d

    Data from: Significance and popularity in music production

    • datadryad.org
    • www.narcis.nl
    Published Jun 19, 2017
  15. a

    Music from Timor-Leste

    • researchdata.ands.org.au
    Published Dec 12, 2012
  16. g

    Image Music Affective Correspondence Dataset (IMAC)

    • gaurav22verma.github.io
  17. Data from: MUSDB18 - a corpus for music separation

    • zenodo.org
    • search.datacite.org
    Published Dec 17, 2017
  18. MuMu: Multimodal Music Dataset

    • zenodo.org
    Published Jul 14, 2017
  19. Data from: Cognitive Effects of Music and Dance Training in Children

    • www.icpsr.umich.edu
  20. REDAN INSTRUMENTAL MUSIC BOOSTER ASSOCIATION INC, fiscal year ending June...

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  21. MINNESOTA SHUBERT CENTER FOR DANCE AND MUSIC, fiscal year ending Dec. 2016

    • projects.propublica.org
  22. O

    State Library of Queensland - Music Queensland

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    Updated Aug 23, 2019
  23. a

    Medieval music database

    • researchdata.ands.org.au
    Published Mar 21, 2013
  24. F

    Broadcast Rights and Music License Fees for Television Broadcasting, All...

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    Updated Mar 25, 2016
  25. Most popular entertainment apps in the U.S. 2019, by audience

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  26. z

    Music relating to Rubáiyát of Omar Khayyám

    • zenodo.org
    • figshare.com
    Published Nov 1, 2018
  27. z

    Shared Acoustic Codes Underlie Emotional Communication in Music and Speech -...

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    Published Mar 6, 2017
  28. F

    Consumer Price Index: Music Instruments and Accessories in U.S. City...

    • fred.stlouisfed.org
    Updated Sep 12, 2019
  29. MUSIC MEMORIES INC, fiscal year ending Dec. 2011

    • projects.propublica.org
  30. Subscribers to Leeds international chamber music

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    • datahub.io
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    Updated Nov 24, 2018
  31. r

    GIM MUSIC PROGRAMS ANNOTATED LIST AUGUST 2009

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    Published Apr 18, 2014
  32. COLORADO INSTITUTE OF MUSIC, fiscal year ending Sept. 2016

    • projects.propublica.org
  33. r

    ABSTRACT How the Orff Approach can support inclusive music teaching

    • www.researchgate.net
    Published Aug 25, 2016
  34. Breakdown of music streaming service providers in France 2016

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  35. f

    Music.Twentieth.MIDI

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    Updated Sep 24, 2017
  36. Popular music and cultural memory: Localised popular music histories and...

    • researchdata.ands.org.au
    Published Nov 28, 2012
  37. The SHAMSA database 1.0 – Sources for the History and Analysis of...

    • zenodo.org
    Published Oct 5, 2018
  38. O

    State Library of Queensland - Music Queensland - World War 1

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    Updated Aug 22, 2019
  39. z

    Arab-Andalusian music lyrics dataset

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    Published Jun 18, 2018
  40. F

    Purchased Electricity for Music Publishers, All Establishments, Employer...

    • fred.stlouisfed.org
    Updated Jan 30, 2014
  41. F

    Depreciation and Amortization Charges for Music Publishers, All...

    • fred.stlouisfed.org
    Updated Mar 25, 2016
  42. D

    Replication data for Effects of affective priming through music on the use...

    • researchdata.ntu.edu.sg
    Updated May 2, 2019
  43. u

    Taking Note: A Study of Composers and New Music Activity in the U.S. (2008)

    • www.icpsr.umich.edu
  44. Jingju Music Scores Collection

    • zenodo.org
    Published Oct 19, 2018
  45. d

    Events — Music and concert

    • data.gov.au
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  46. a

    Music of Indonesia and Malaysia

    • researchdata.ands.org.au
    Published Dec 12, 2012
  47. OMAHA CONSERVATORY OF MUSIC, fiscal year ending June 2016

    • projects.propublica.org
  48. f

    OpenMIIR - a public domain dataset of EEG recordings for music imagery...

    • figshare.com
    Updated Jan 20, 2016
  49. Leading iPhone music apps in Germany 2018, by downloads

    • www.statista.com
  50. Music audio streams in the U.S. 2018, by genre

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  51. r

    Data from: Musical Journey: A virtual world gamification experience for...

    • www.researchgate.net
    Published Jan 1, 2014
  52. Sound recording and music publishing, summary statistics

    • open.canada.ca
    • data.wu.ac.at
    Updated Apr 17, 2019
  53. Individual Music education hubs

    • data.gov.uk
    • data.wu.ac.at
    Updated Mar 19, 2014
  54. d

    State Library of Queensland - Music Queensland

    • data.gov.au
    Updated Aug 22, 2019
  55. a

    Music on Stage

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  56. r

    Poster: Designing a Music-controlled Running Application: a Sports Science...

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    Published Apr 21, 2015
  57. 4

    MTL Music Representation, data underlying the publication: One deep music...

    • data.4tu.nl
    • www.narcis.nl
    • +1more
  58. d

    Data from: Evolution of music by public choice

    • datadryad.org
  59. a

    Memorial School of Music

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    • maps.torontopolice.on.ca
  60. WOMEN IN THE ARTS INC NATIONAL WOMENS MUSIC FESTIVAL, fiscal year ending...

    • projects.propublica.org
  61. f

    Music.Impressionistic.MIDI

    • figshare.com
    Updated Sep 24, 2017
  62. MUSIC OF PENN ALPS INC, fiscal year ending Dec. 2015

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  63. N

    Increased engagement of the cognitive control network associated with music...

    • neurovault.org
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  64. f

    Effects of music on arousal during imagery in elite shooters: A pilot study

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    Updated Apr 18, 2017
  65. PASADENA CONSERVATORY OF MUSIC, fiscal year ending June 2016

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  66. music for the film Cetaphobia

    • researchdata.ands.org.au
    Published Mar 27, 2019
  67. f

    Music.Medieval.MIDI

    • figshare.com
    Updated Sep 23, 2017
  68. d

    USGS 1:24000-scale Quadrangle for Music Mountains NE, AZ 1968

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  69. p

    fMRI Data for Human Subjects During Musical Perception and Imagery

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  70. CURTIS INSTITUTE OF MUSIC, fiscal year ending May 2016

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    Retail Trade: Sporting Goods, Hobby, Book, and Music Stores Payroll...

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    Minneapolis Music History

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    Performed Music Ontology

    • fairsharing.org
    Published Oct 24, 2017
  74. a

    Musaic School of Music

    • hub.arcgis.com
  75. Jingju Music Scores Collection

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    Published May 29, 2019
  76. Sound recording industry, new releases by nationality of artist and musical...

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    • data.wu.ac.at
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  77. D

    IAMIC - International Association of Music Information Centres

    • biblio.unibe.ch
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    Data from: Discerning the functional networks behind processing of music and...

    • neurovault.org
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  79. Leading Android music apps in France 2018, by downloads

    • www.statista.com
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    Music.Romantic.MIDI

    • figshare.com
    Updated Sep 24, 2017
  81. South Korea Exports: CI: Music

    • www.ceicdata.com
  82. f

    Data from: Automatic composition of descriptive music: A case study of the...

    • figshare.com
    Updated Jun 26, 2018
  83. t

    Open Music Archive

    • datahub.io
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    Updated Oct 10, 2013
  84. Frequency of listening to music in the United Kingdom (UK) 2018

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  85. Jingju Music Scores Collection

    • zenodo.org
    Published Jul 24, 2017
  86. f

    Mental imagery boosts music compositional creativity

    • figshare.com
    Updated Mar 16, 2017
  87. N

    Data from: Increased engagement of the cognitive control network associated...

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    Updated Jun 30, 2018
  88. Keynote 3: Music at any cost - fulfilling our desires for intense sonic...

    • search.datacite.org
    Published 2016
  89. Retail value of music shipments in the U.S. from 1999 to 2018

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  90. a

    Studio Nine School Of Music

    • hub.arcgis.com
  91. f

    Music.Traditional.Venezuelan.MIDI

    • figshare.com
    Updated Sep 24, 2017
  92. Sound recording industry, revenue from sales of recordings by musical...

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    • data.wu.ac.at
    Updated Jun 27, 2018
  93. f

    Data from: Music-to-Color Associations of Single-line Piano Melodies in...

    • figshare.com
    Updated Jan 19, 2016
  94. Music Education Hub Data Return

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    Updated Dec 12, 2013
  95. a

    Smithsonian Folkways Holiday Music Map-Copy

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  96. Table_1_Effects of Musical Tempo on Musicians’ and Non-musicians’ Emotional...

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    Updated Nov 13, 2018
  97. PONCA CITY INSTRUMENTAL MUSIC PARENTS ASSOCIATION INC, fiscal year ending...

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  98. a

    Lake of the Pines Music

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  99. Italy: best-selling music artists of all time as of August 2014

    • www.statista.com
  100. Geographical Original of Music

    • data.world
    Updated May 27, 2018
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Data from: MUSDB18 - a corpus for music separation

Related Article
9 scholarly articles cite this dataset (View in Google Scholar)
  • Dataset published Dec 17, 2017
Dataset provided by
Fraunhofer Institute for Digital Media Technologyhttp://www.idmt.fraunhofer.de/
New York Universityhttps://www.nyu.edu/
Gracenote, USA
INRIA and LIRMM, University of Montpellier
Authors
Rafii, Zafar; Mimilakis, Stylianos Ioannis; Fabian-Robert Stöter; Liutkus, Antoine; Bittner, Rachel
Description

The sigsep musdb18 data set consists of a total of 150 full-track songs of different styles and includes both the stereo mixtures and the original sources, divided between a training subset and a test subset.

Its purpose is to serve as a reference database for the design and the evaluation of source separation algorithms. The objective of such signal processing methods is to estimate one or more sources from a set of mixtures, e.g. for karaoke applications. It has been used as the official dataset in the professionally-produced music recordings task for SiSEC 2018, which is the international campaign for the evaluation of source separation algorithms.

musdb18 contains two folders, a folder with a training set: “train”, composed of 100 songs, and a folder with a test set: “test”, composed of 50 songs. Supervised approaches should be trained on the training set and tested on both sets.

All files from the musdb18 dataset are encoded in the Native Instruments stems format (.mp4). It is a multitrack format composed of 5 stereo streams, each one encoded in AAC @256kbps. These signals correspond to:

  • 0 - The mixture,
  • 1 - The drums,
  • 2 - The bass,
  • 3 - The rest of the accompaniment,
  • 4 - The vocals.

For each file, the mixture correspond to the sum of all the signals. All signals are stereophonic and encoded at 44.1kHz.

As the MUSDB18 is encoded as STEMS, it relies on ffmpeg to read the multi-stream files. We provide a python wrapper called stempeg that allows to easily parse the dataset and decode the stem tracks on-the-fly.

If you use the MUSDB dataset for your research - Cite the MUSDB18 Dataset

@misc{MUSDB18,
  author       = {Rafii, Zafar and
                  Liutkus, Antoine and
                  Fabian-Robert St{\"o}ter and
                  Mimilakis, Stylianos Ioannis and
                  Bittner, Rachel},
  title        = {The {MUSDB18} corpus for music separation},
  month        = dec,
  year         = 2017,
  doi          = {10.5281/zenodo.1117372},
  url          = {https://doi.org/10.5281/zenodo.1117372}
}

If compare your results with SiSEC 2018 Participants - Cite the SiSEC 2018 LVA/ICA Paper
@inproceedings{SiSEC18,
  author="St{\"o}ter, Fabian-Robert and Liutkus, Antoine and Ito, Nobutaka",
  title="The 2018 Signal Separation Evaluation Campaign",
  booktitle="Latent Variable Analysis and Signal Separation:
  14th International Conference, LVA/ICA 2018, Surrey, UK",
  year="2018",
  pages="293--305"
}
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