Dataset Open Access

ToyADMOS dataset

Yuma Koizumi; Shoichiro Saito; Noboru Harada; Hisashi Uematsu; Keisuke Imoto


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    <subfield code="a">&lt;p&gt;ToyADMOS dataset is a machine operating sounds dataset of approximately 540 hours of normal machine operating sounds and over 12,000 samples of anomalous sounds collected with four microphones at a 48kHz sampling rate, prepared by Yuma Koizumi and members in NTT Media Intelligence Laboratories. The dataset consists of three sub-dataset: &amp;quot;toy car&amp;quot; for&amp;nbsp;product inspection task, &amp;quot;toy conveyor&amp;quot; for fault diagnosis for fixed machine task, and &amp;quot;toy train&amp;quot; for fault diagnosis for moving machine task.&lt;/p&gt;

&lt;p&gt;Since the total size of the ToyADMOS dataset is over 440GB, each sub-dataset is split into 7-9 files by 7-zip (7z-format). The total size of the compressed dataset is approximately 180GB, and that of each sub-dataset is approximately 60GB. Download the zip files corresponding to sub-datasets of interest and use your favorite compression tool to unzip these split zip files.&lt;/p&gt;

&lt;p&gt;The detail of the dataset is described in [1] and GitHub: https://github.com/YumaKoizumi/ToyADMOS-dataset&amp;nbsp;&lt;/p&gt;

&lt;p&gt;License: see the file named LICENSE.pdf&lt;/p&gt;

&lt;p&gt;[1]&amp;nbsp;Yuma Koizumi, Shoichiro Saito, Noboru Harada, Hisashi Uematsu and Keisuke Imoto, &amp;quot;ToyADMOS: A Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection,&amp;quot; in Proc of Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2019.&amp;nbsp;&lt;/p&gt;</subfield>
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