Dataset Open Access

Groove2Groove MIDI Dataset: synthetic accompaniments in 3k styles

Ondřej Cífka; Umut Şimşekli; Gaël Richard


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        <foaf:name>Gaël Richard</foaf:name>
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    <dct:title>Groove2Groove MIDI Dataset: synthetic accompaniments in 3k styles</dct:title>
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    <dcat:keyword>music</dcat:keyword>
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    <dcat:keyword>accompaniments</dcat:keyword>
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    <dct:description>&lt;p&gt;The&amp;nbsp;&lt;em&gt;Groove2Groove MIDI Dataset&lt;/em&gt;&amp;nbsp;is a parallel corpus of synthetic MIDI accompaniments in almost 3000 different styles,&amp;nbsp;created as described in the paper&amp;nbsp;&lt;em&gt;&lt;a href="https://doi.org/10.1109/TASLP.2020.3019642"&gt;Groove2Groove: One-Shot Accompaniment Style Transfer with Supervision from Synthetic Data&lt;/a&gt;&lt;/em&gt;&amp;nbsp;[&lt;a href="https://groove2groove.telecom-paris.fr/data/paper.pdf"&gt;pdf&lt;/a&gt;]. See the &lt;code&gt;README.md&lt;/code&gt; file or the&amp;nbsp;&lt;em&gt;&lt;a href="https://groove2groove.telecom-paris.fr/#Dataset"&gt;Groove2Groove website&lt;/a&gt;&lt;/em&gt; for more information.&lt;/p&gt; &lt;p&gt;The dataset is split into the following sections:&lt;/p&gt; &lt;ul&gt; &lt;li&gt;&lt;code&gt;train&lt;/code&gt;&amp;nbsp;contains 5744 MIDI files in 2872 styles (exactly 2 files per style). Each file contains 252 measures&amp;nbsp;following a 2 measure count-in.&lt;/li&gt; &lt;li&gt;&lt;code&gt;val&lt;/code&gt;&amp;nbsp;and&amp;nbsp;&lt;code&gt;test&lt;/code&gt;&amp;nbsp;each contain 1200 files in 40 styles (exactly 30 files per style, 16 bars per file after the count-in). The sets of styles are disjoint from each other and from those in&amp;nbsp;&lt;code&gt;train&lt;/code&gt;.&lt;/li&gt; &lt;li&gt;&lt;code&gt;itest&lt;/code&gt;&amp;nbsp;is generated from the same chord charts as&amp;nbsp;&lt;code&gt;test&lt;/code&gt;, but in 40 styles from the training set.&lt;/li&gt; &lt;/ul&gt; &lt;p&gt;Chord charts for all MIDI files are provided in the ABC format&amp;nbsp;and the Band-in-a-Box (MGU) format. Each chord chart corresponds to at least 2 MIDI files in different styles.&lt;/p&gt; &lt;p&gt;The code used to automate Band-in-a-Box is available in the &lt;a href="https://github.com/cifkao/pybiab"&gt;pybiab&lt;/a&gt; package.&lt;/p&gt; &lt;p&gt;If you use the data in your research, please reference the paper (not just&amp;nbsp;the Zenodo record):&lt;/p&gt; &lt;pre&gt;&lt;code&gt;@article{groove2groove, author={Ond\v{r}ej C\'{i}fka and Umut \c{S}im\c{s}ekli and Ga\"{e}l Richard}, title={{Groove2Groove}: One-Shot Music Style Transfer with Supervision from Synthetic Data}, journal={IEEE/ACM Transactions on Audio, Speech, and Language Processing}, publisher={IEEE}, year={2020}, volume={28}, pages={2638--2650}, doi={10.1109/TASLP.2020.3019642}, url={https://doi.org/10.1109/TASLP.2020.3019642} }&lt;/code&gt;&lt;/pre&gt;</dct:description>
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