Dataset Open Access

ToyADMOS dataset

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

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: "toy car" for product inspection task, "toy conveyor" for fault diagnosis for fixed machine task, and "toy train" for fault diagnosis for moving machine task.

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.

The detail of the dataset is described in [1] and GitHub: https://github.com/YumaKoizumi/ToyADMOS-dataset 

License: see the file named LICENSE.pdf

[1] Yuma Koizumi, Shoichiro Saito, Noboru Harada, Hisashi Uematsu and Keisuke Imoto, "ToyADMOS: A Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection," in Proc of Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2019. 

Files (197.1 GB)
Name Size
LICENSE.pdf
md5:90cbf7388fdcd09f258a495df8b4ef94
144.2 kB Download
ToyCar.7z.001
md5:ffef80180201d9146a708f6c63584024
8.5 GB Download
ToyCar.7z.002
md5:3fc10f313d76218ba92e803c7226f38a
8.5 GB Download
ToyCar.7z.003
md5:8f2e73292d44a0005184b7d94879ca01
8.5 GB Download
ToyCar.7z.004
md5:8caabe9723eb589842bc7a197542e018
8.5 GB Download
ToyCar.7z.005
md5:ec55f4514382dc82314fbdf8f5b2ac18
8.5 GB Download
ToyCar.7z.006
md5:f3949e18659c79b6cf130f3b9541d0d8
8.5 GB Download
ToyCar.7z.007
md5:9d190a0fa008ee7cdcdc61f545acca0e
8.5 GB Download
ToyCar.7z.008
md5:ebde18535bca5ce0fe0e3a65efbfb2d5
8.5 GB Download
ToyConveyor.7z.001
md5:8f76b5ba31985eb6c5e5f6a19b6e66c8
8.5 GB Download
ToyConveyor.7z.002
md5:fc273f3783d77e8b2f442661ad96613f
8.5 GB Download
ToyConveyor.7z.003
md5:eec1b5e3566a00a2365a2c01c357ca89
8.5 GB Download
ToyConveyor.7z.004
md5:43f2a8b21a4d0e07fb0c860f9533df22
8.5 GB Download
ToyConveyor.7z.005
md5:ec26e80f8d90879e6b6977fd114a4756
8.5 GB Download
ToyConveyor.7z.006
md5:100225cf93fa8877596f63b0ba379f74
8.5 GB Download
ToyConveyor.7z.007
md5:aefee98e98356be0e67a48e418431248
6.9 GB Download
ToyTrain.7z.001
md5:b5b10b9b86ae8d9cfc7f9ed5002ebc63
8.5 GB Download
ToyTrain.7z.002
md5:886bb09049e303c8cb5fd484dd76cd47
8.5 GB Download
ToyTrain.7z.003
md5:e05330cba4367ed529aef1a15dc0fff6
8.5 GB Download
ToyTrain.7z.004
md5:cd8e3e80df255d8b4bf52d6a7a6bac3b
8.5 GB Download
ToyTrain.7z.005
md5:f2f1b229459835816a925da7795b285a
8.5 GB Download
ToyTrain.7z.006
md5:5e41c156b71bbca57bba51bf05076c3d
8.5 GB Download
ToyTrain.7z.007
md5:3defb3d43081161bf86c96806c9ba4b1
8.5 GB Download
ToyTrain.7z.008
md5:ee5d2055e706291dbcf656c95784455e
8.5 GB Download
ToyTrain.7z.009
md5:d36d21abaa745994272416b17b8bed45
2.7 GB Download
816
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downloads
All versions This version
Views 816817
Downloads 7,3997,399
Data volume 58.7 TB58.7 TB
Unique views 692693
Unique downloads 1,5051,505

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