DCASE Challenge (industrial sound datasets)

Category

Audio / Vibration Anomaly

Provider

dcase.community

Type

dataset

Level

unknown

Topic

Audio / Vibration Anomaly

Track

n/a

Section

Open Data Directory

Format

n/a

Status

publishable

Commercial

unknown

Featured

no

Fast start

no

Sequence

n/a

Priority

n/a

Primary source

website_existing

Sources

website_existing

ID

2784038b6051c910

MIMII DUE (Zenodo)

zenodo.org

Access: open. Domain-unshifted audio for machine anomaly detection (MIMII DUE)

MIMII Dataset (Zenodo)

zenodo.org

Access: open. Industrial machine sound dataset for anomaly detection (audio/frequency)

ToyADMOS Dataset

github.com

Access: open. Toy conveyor/valve data for acoustic anomaly detection

PHM Society Data Challenge (datasets)

PHM Society

Public PHM benchmark datasets; practice anomaly detection + remaining useful life.

Hugging Face Datasets

Hugging Face

Massive public dataset hub spanning NLP, code, vision, audio, robotics, and benchmarks.

Kaggle Datasets

kaggle.com

Access: open. Large public dataset catalog

Tonic Neuromorphic Datasets

tonic.readthedocs.io

Access: open. Event-based vision datasets

Papers With Code Datasets

paperswithcode.com

Access: open. Dataset index across ML tasks

Open LLM Leaderboard (datasets) HF

huggingface.co

Benchmarks & dataset references

Kaggle Display Advertising Challenge

figshare.com

Access: open. Criteo CTR on Figshare

DeepSig Datasets (RadioML etc)

deepsig.ai

Access: open (research). Radio ML modulation classification datasets and related resources

FiveThirtyEight Datasets

github.com

Access: open. Public datasets