4603870
doi
10.5281/zenodo.4603870
oai:zenodo.org:4603870
Wichern, Gordon
Mitsubishi Electric Research Labs
Seetharaman, Prem
Northwestern University
Le Roux, Jonathan
Mitsubishi Electric Research Labs
BabySlakh
Manilow, Ethan
Northwestern University
info:eu-repo/semantics/openAccess
Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
music information retrieval
source separation
music
automatic music transcription
multi-track
lakh midi dataset
MIDI
Synthesizers
<p><strong>Introduction:</strong></p>
<p>BabySlakh is a tiny version of <a href="http://www.slakh.com">Slakh2100</a> (<a href="https://zenodo.org/record/4599666">zenodo link</a>) that is useful for debugging and prototyping. It consists of the first 20 tracks of Slakh2100 (<em>i.e.</em>, Track00001 through Track00020, inclusive). All of the audio is in the wav format and has a sample rate of 16 kHz. BabySlakh is ready to go once it's unzipped.</p>
<p> </p>
<p><strong>About Slakh:</strong></p>
<p>The Synthesized Lakh (Slakh) Dataset is a dataset of multi-track audio and aligned MIDI for music source separation and multi-instrument automatic transcription. Individual MIDI tracks are synthesized from the Lakh MIDI Dataset v0.1 using professional-grade sample-based virtual instruments, and the resulting audio is mixed together to make musical mixtures. The <a href="https://zenodo.org/record/4599666">full release of Slakh, called Slakh2100</a>, contains 2100 automatically mixed tracks and accompanying, aligned MIDI files, synthesized from 187 patches categorized into 34 classes.</p>
<p> </p>
<p><strong>Helpful Links:</strong></p>
<p>For more information, see <a href="http://www.slakh.com">www.slakh.com</a>.</p>
<p>Support code for Slakh: <a href="https://github.com/ethman/slakh-utils">Available here.</a></p>
<p>Code to render Slakh data: <a href="https://github.com/ethman/slakh_generation_scripts">Available in this repo.</a></p>
<p>See <a href="https://github.com/ethman/slakh-utils#at-a-glance">the dataset at a glance</a>, and <a href="https://github.com/ethman/slakh-utils#metadata">info about <code>metadata.yaml</code></a>.</p>
<p> </p>
<p><strong>Citing Slakh:</strong></p>
<p>If you use BabySlakh or generate data using the same method we ask that you cite it using the following bibtex entry:</p>
<pre><code>@inproceedings{manilow2019cutting,
title={Cutting Music Source Separation Some {Slakh}: A Dataset to Study the Impact of Training Data Quality and Quantity},
author={Manilow, Ethan and Wichern, Gordon and Seetharaman, Prem and Le Roux, Jonathan},
booktitle={Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)},
year={2019},
organization={IEEE}
}</code></pre>
<p> </p>
Zenodo
2019-10-20
info:eu-repo/semantics/other
4603843
1615823575.78058
882818115
md5:311096dc2bde7d61c97e930edbfc7f78
https://zenodo.org/records/4603870/files/babyslakh_16k.tar.gz
public
10.5281/zenodo.4603843
isVersionOf
doi