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Million Song Dataset

Abstract: 

The Million Song Dataset is a freely-available collection of audio features and metadata for a million contemporary popular music tracks. Its purposes are:

  • To encourage research on algorithms that scale to commercial sizes
  • To provide a reference dataset for evaluating research
  • As a shortcut alternative to creating a large dataset with APIs (e.g. The Echo Nest's)
  • To help new researchers get started in the MIR field

 

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Dataset Details

Citation Author(s):
Thierry Bertin-Mahieux, Daniel P.W. Ellis, Brian Whitman, and Paul Lamere
Submitted by:
Alex Outman
Last updated:
Wed, 06/15/2016 - 05:40
DOI:
10.5072/FK27D2W31V
Data Format:
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[1] Thierry Bertin-Mahieux, Daniel P.W. Ellis, Brian Whitman, and Paul Lamere, "Million Song Dataset", IEEE Dataport, 2016. [Online]. Available: http://dx.doi.org/10.5072/FK27D2W31V. Accessed: Nov. 20, 2017.
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doi = {10.5072/FK27D2W31V},
url = {http://dx.doi.org/10.5072/FK27D2W31V},
author = {Thierry Bertin-Mahieux; Daniel P.W. Ellis; Brian Whitman; and Paul Lamere },
publisher = {IEEE Dataport},
title = {Million Song Dataset},
year = {2016} }
TY - DATA
T1 - Million Song Dataset
AU - Thierry Bertin-Mahieux; Daniel P.W. Ellis; Brian Whitman; and Paul Lamere
PY - 2016
PB - IEEE Dataport
UR - 10.5072/FK27D2W31V
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Thierry Bertin-Mahieux, Daniel P.W. Ellis, Brian Whitman, and Paul Lamere. (2016). Million Song Dataset. IEEE Dataport. http://dx.doi.org/10.5072/FK27D2W31V
Thierry Bertin-Mahieux, Daniel P.W. Ellis, Brian Whitman, and Paul Lamere, 2016. Million Song Dataset. Available at: http://dx.doi.org/10.5072/FK27D2W31V.
Thierry Bertin-Mahieux, Daniel P.W. Ellis, Brian Whitman, and Paul Lamere. (2016). "Million Song Dataset." Web.
1. Thierry Bertin-Mahieux, Daniel P.W. Ellis, Brian Whitman, and Paul Lamere. Million Song Dataset [Internet]. IEEE Dataport; 2016. Available from : http://dx.doi.org/10.5072/FK27D2W31V
Thierry Bertin-Mahieux, Daniel P.W. Ellis, Brian Whitman, and Paul Lamere. "Million Song Dataset." doi: 10.5072/FK27D2W31V