<commit_before># FMA: A Dataset For Music Analysis

[<NAME>](http://kirellbenzi.com/), [<NAME>](http://deff.ch),
[<NAME>](https://people.epfl.ch/pierre.vandergheynst),
[<NAME>](http://research.ntu.edu.sg/expertise/academicprofile/Pages/StaffProfile.aspx?ST_EMAILID=XBRESSON),
[EPFL LTS2](https://lts2.epfl.ch).

[paper]:     https://arxiv.org/abs/1612.01840>
[FMA]:       https://freemusicarchive.org
[WFMU]:      https://wfmu.org
[Wikipedia]: https://en.wikipedia.org/wiki/Free_Music_Archive

Note that this is a **beta release** and that this repository as well as the
paper and data are subject to change. Stay tuned!

## Data

The dataset is a dump of the [Free Music Archive (FMA)][FMA], an interactive
library of high-quality, legal audio downloads directed by [WFMU], the
longest-running freeform radio station in the United States [[Wikipedia]].
Please see the [paper] for a description of how the data was collected and
cleaned as well as an analysis and some baselines.

You got various sizes of MP3-encoded audio data:

1. [fma_small.zip]: 4,000 tracks of 30 seconds, 10 balanced genres (GTZAN-like)
   (~3.4 GiB)
2. [fma_medium.zip]: 14,511 tracks of 30 seconds, 20 unbalanced genres
   (~12.2 GiB)
3. [fma_large.zip]: 77,643 tracks of 30 seconds, 68 unbalanced genres (~90 GiB)
   (available soon)
4. [fma_huge.zip]: 77,643 untrimmed tracks, 68 unbalanced genres (~900 GiB)
   (subject to distribution constraints)

[fma_small.zip]:  https://os.unil.cloud.switch.ch/fma/fma_small.zip
[fma_medium.zip]: https://os.unil.cloud.switch.ch/fma/fma_medium.zip
<commit_msg>readme: typo in paper link<commit_after># FMA: A Dataset For Music Analysis

[<NAME>](http://kirellbenzi.com/), [<NAME>](http://deff.ch),
[<NAME>](https://people.epfl.ch/pierre.vandergheynst),
[<NAME>](http://research.ntu.edu.sg/expertise/academicprofile/Pages/StaffProfile.aspx?ST_EMAILID=XBRESSON),
[EPFL LTS2](https://lts2.epfl.ch).

[paper]:     https://arxiv.org/abs/1612.01840
[FMA]:       https://freemusicarchive.org
[WFMU]:      https://wfmu.org
[Wikipedia]: https://en.wikipedia.org/wiki/Free_Music_Archive

Note that this is a **beta release** and that this repository as well as the
paper and data are subject to change. Stay tuned!

## Data

The dataset is a dump of the [Free Music Archive (FMA)][FMA], an interactive
library of high-quality, legal audio downloads directed by [WFMU], the
longest-running freeform radio station in the United States [[Wikipedia]].
Please see the [paper] for a description of how the data was collected and
cleaned as well as an analysis and some baselines.

You got various sizes of MP3-encoded audio data:

1. [fma_small.zip]: 4,000 tracks of 30 seconds, 10 balanced genres (GTZAN-like)
   (~3.4 GiB)
2. [fma_medium.zip]: 14,511 tracks of 30 seconds, 20 unbalanced genres
   (~12.2 GiB)
3. [fma_large.zip]: 77,643 tracks of 30 seconds, 68 unbalanced genres (~90 GiB)
   (available soon)
4. [fma_huge.zip]: 77,643 untrimmed tracks, 68 unbalanced genres (~900 GiB)
   (subject to distribution constraints)

[fma_small.zip]:  https://os.unil.cloud.switch.ch/fma/fma_small.zip
[fma_medium.zip]: https://os.unil.cloud.switch.ch/fma/fma_medium.zip

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