datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Omni-Fake-SET
Omni-Fake-SET
Omni-Fake-SET is the in-distribution split of Omni-Fake, a unified multimodal deepfake dataset for social-media forensics. It covers image, audio, video, and audio–video talking-head (AV-TH) modalities. Each modality uses the same three-way label space: real, fully synthetic, and tampered. Pair with the held-out benchmark Omni-Fake-OOD for out-of-distribution evaluation.
Paper: arXiv:2605.01638
Project page: Omni-Fake
License: CC-BY-4.0
Video (hybrid… See the full description on the dataset page: https://huggingface.co/datasets/JamalLee/Omni-Fake-SET.LUMA
LUMA
A Benchmark Dataset for Learning from Uncertain and Multimodal Data
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Multimodal Uncertainty Quantification at Your Fingertips
The LUMA dataset is a multimodal dataset, including audio, text, and image modalities, intended for benchmarking multimodal learning and multimodal uncertainty quantification.Paper: LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data
Code:… See the full description on the dataset page: https://huggingface.co/datasets/bezirganyan/LUMA.Omni-Fake-OOD
Omni-Fake-OOD
Omni-Fake-OOD is the out-of-distribution benchmark split of Omni-Fake. Samples come from held-out generators and platforms not included in training, for measuring cross-domain generalization. It covers image, audio, video, and audio–video talking-head (AV-TH) with the same three-class labels as Omni-Fake-SET: real, fully synthetic, and tampered. Use together with Omni-Fake-SET (in-distribution training data).
Paper: arXiv:2605.01638
Project page: Omni-Fake… See the full description on the dataset page: https://huggingface.co/datasets/JamalLee/Omni-Fake-OOD.OpenGameArt-CC0
Dataset Card for OpenGameArt-CC0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the Creative Commons 0 (CC0) license, making them effectively public domain works. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata.
Languages
The dataset is primarily monolingual:… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-CC0.Icarus-dataset
Icarus
A unified multi-modal curriculum dataset for evolutionary neural architecture search. Every row is one self-contained Task = {meta, support, query}, where support and query are lists of (input_Field, output_Field) pairs. The inner loop trains on support; fitness is scored on query. Support is non-empty for every task. Encoders read the Field descriptor (axes, value_type, n_classes, value_range, mask); mask is True where a value is padding/ignored. meta.class_names, when… See the full description on the dataset page: https://huggingface.co/datasets/Ardea/Icarus-dataset.AfriMCQA-category-classification
Afri-MCQA cross-modal cultural category classification (MTEB)
Classify the cultural category of an entry from its photograph and the question
about it spoken by a native speaker, across 16 African languages.
Labels index this list:
geography, building, and landmarks
public figure and pop culture
cooking and food
objects, materials, clothing
tranditions, art, and history
brands, products, and companies
plants and animals
people, and everyday life
vehicles and transportation… See the full description on the dataset page: https://huggingface.co/datasets/vnahata/AfriMCQA-category-classification.OpenGameArt-OGA-BY-4.0
Dataset Card for OpenGameArt-OGA-BY-4.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the OpenGameArt Attribution 4.0 (OGA-BY-4.0) license. The dataset includes various types of game assets such as 2D art, music, sound effects, and associated metadata.
Languages
The dataset is primarily monolingual:
English (en): All asset descriptions and metadata are in English
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-OGA-BY-4.0.marine-animals-multimodal-dataset
Marine Animals Multimodal Dataset 🐋
A comprehensive multimodal dataset combining audio recordings and images of 32 marine species.
Dataset Summary
Total samples: 24,911
Species: 32
Audio files: 1,357 unique recordings
Images: 581 (309 matched + 272 from iNaturalist)
Features
species (string): Species name
label (int32): Numeric label (0–31)
audio (Audio): Audio recording of the species
image (Image): Species image
image_index (int32): Image number… See the full description on the dataset page: https://huggingface.co/datasets/Hariprasath5128/marine-animals-multimodal-dataset.pianos
Dataset Card for Piano Sound Quality Dataset
The original dataset is sourced from the Piano Sound Quality Dataset, which includes 12 full-range audio files in .wav/.mp3/.m4a format representing seven models of pianos: Kawai upright piano, Kawai grand piano, Young Change upright piano, Hsinghai upright piano, Grand Theatre Steinway piano, Steinway grand piano, and Pearl River upright piano. Additionally, there are 1,320 split monophonic audio files in .wav/.mp3/.m4a format, bringing… See the full description on the dataset page: https://huggingface.co/datasets/ccmusic-database/pianos.pd-voice-full-multimodal-dataset
Parkinson Voice — Full Multimodal Dataset
Complete Parkinson’s vs healthy voice package for classification and explainable Mel reasoning research (EDGE).
Not Mel-only: raw audio, 10 visual modalities, feature CSVs, plus Gemma reasoning traces for Mel.
Contents
Path
Description
audio/
Waveform clips (healthy / parkinsons), 1134 files
images/mel/
Mel spectrograms
images/spectrogram/
Linear spectrograms
images/mfcc/
MFCC maps
images/delta_mfcc/… See the full description on the dataset page: https://huggingface.co/datasets/mdimamhosen/pd-voice-full-multimodal-dataset.OpenGameArt-CC-BY-SA-3.0
Dataset Card for OpenGameArt-CC-BY-SA-3.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the Creative Commons Attribution-ShareAlike 3.0 Unported (CC-BY-SA-3.0) license. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata.
Languages
The dataset is primarily… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-CC-BY-SA-3.0.EMID-Emotion-Matching
EMID-Emotion-Matching
orrzohar/EMID-Emotion-Matching is a derived dataset built on top of
the Emotionally paired Music and Image Dataset (EMID) from ECNU (ecnu-aigc/EMID).
It is designed for music ↔ image emotion matching with Qwen-Omni–style models.
Each example contains:
audio: mono waveform stored as datasets.Audio (HF Hub preview can play it)
sampling_rate: sampling rate used when decoding (typically 16 kHz)
image: a single image (datasets.Image)
same: bool, whether the audio… See the full description on the dataset page: https://huggingface.co/datasets/orrzohar/EMID-Emotion-Matching.OpenGameArt-OGA-BY-3.0
Dataset Card for OpenGameArt-OGA-BY-3.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the OpenGameArt Attribution (OGA-BY-3.0) license. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and associated metadata.
Languages
The dataset is primarily monolingual:
English (en): All asset descriptions and metadata are in… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-OGA-BY-3.0.bel_canto
Dataset Card for Bel Conto and Chinese Folk Song Singing Tech
Original Content
This dataset is created by the authors and encompasses two distinct singing styles: bel canto and Chinese folk singing. Bel canto is a vocal technique frequently employed in Western classical music and opera, symbolizing the zenith of vocal artistry within the broader Western musical heritage. Chinese folk singing, for which there is no official English translation, is referred to here as a… See the full description on the dataset page: https://huggingface.co/datasets/ccmusic-database/bel_canto.Ar-MUSA
Data Directory Structure
The Ar-MUSA directory contains annotated datasets organized by batches and annotation teams. Each batch is labeled with a number, and the annotation team is indicated by a letter. The structure is as follows:
Ar-MUSA
├── Annotation 1a
│ ├── frames # Contains the extracted frames for each record
│ ├── audios # Contains the corresponding audio files
│ ├── transcripts # Contains the transcripts of the audio files
│ └── annotations.csv #… See the full description on the dataset page: https://huggingface.co/datasets/Skhaled/Ar-MUSA.OpenGameArt-CC-BY-3.0
Dataset Card for OpenGameArt-CC-BY-3.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the Creative Commons Attribution 3.0 (CC-BY-3.0) license. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata.
Languages
The dataset is primarily monolingual:
English (en): All… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-CC-BY-3.0.Blockchain-Sensitive-Detect-Data
Blockchain-Sensitive-Detect-Data
English README
复旦大学附属儿科医院-区块链敏感信息检测项目的多模态完整测试数据集。
项目仓库：https://github.com/anyangsong/Blockchain-Sensitive-Detect
数据集：https://huggingface.co/datasets/anyangsong/Blockchain-Sensitive-Detect-Data
checkpoints：https://huggingface.co/anyangsong/Blockchain-Sensitive-Detect-Checkpoints
数据以原始文件夹组织，覆盖文本、音频、图像与视频等样本。
该仓库不提供统一的 CSV、Parquet 或 JSONL 清单；类别信息主要由目录名和文件名携带。
内容警告： 数据集包含辱骂、性内容、暴力、政治相关内容、误导性医疗信息、欺诈信息。使用者应仅在具备适当访问控制、伦理审查和当地法律依据的环境中处理这些内容。… See the full description on the dataset page: https://huggingface.co/datasets/anyangsong/Blockchain-Sensitive-Detect-Data.OpenGameArt-Mixed-Licenses
Dataset Card for OpenGameArt-Mixed-Licenses
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are available under multiple licenses simultaneously. This dataset includes assets where creators have made their work available under two or more license options. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata, all… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-Mixed-Licenses.ADVANCE
ADVANCE
Audiovisual Aerial Scene Recognition Dataset (ADVANCE) is a comprehensive resource designed for audiovisual aerial scene recognition tasks. It consists of 5,075 pairs of geotagged audio recordings and high-resolution 512x512 RGB images extracted from FreeSound and Google Earth. These images are then labeled into 13 scene categories using OpenStreetMap.
Paper: https://arxiv.org/abs/2005.08449
Homepage: https://akchen.github.io/ADVANCE-DATASET/
Description… See the full description on the dataset page: https://huggingface.co/datasets/blanchon/ADVANCE.Ten2ZeroThis dataset contains the following:
1- A balanced audio dataset of spoken Arabic digits from ten to zero in wav form (located at the "Dataset" folder);
2- A balanced image dataset of spoken Arabic digits from ten to zero in png form (located at the "Dataset" folder);
3- Tabular data generated using deep learning (SqueezeNet and Inception v3) from the spectrograms of the audio files;
4- Orange Data Mining workflows (".ows" files) used in processing this dataset.
Please cite the following… See the full description on the dataset page: https://huggingface.co/datasets/gfbati/Ten2Zero.OpenGameArt-GPL-3.0
Dataset Card for OpenGameArt-GPL-3.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the GNU General Public License version 3.0 (GPL-3.0). The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, and textures along with their associated metadata.
Languages
The dataset is primarily monolingual:
English (en): All asset descriptions… See the full description on the dataset page: https://huggingface.co/datasets/irfankabir02/OpenGameArt-GPL-3.0.OpenGameArt-CC-BY-4.0
Dataset Card for OpenGameArt-CC-BY-4.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the Creative Commons Attribution 4.0 International (CC-BY-4.0) license. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata.
Languages
The dataset is primarily monolingual:
English… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-CC-BY-4.0.OpenGameArt-GPL-2.0
Dataset Card for OpenGameArt-GPL-2.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the GNU General Public License version 2.0 (GPL-2.0). The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata.
Languages
The dataset is primarily monolingual:
English (en): All asset… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-GPL-2.0.OpenGameArt-CC-BY-4.0
Dataset Card for OpenGameArt-CC-BY-4.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the Creative Commons Attribution 4.0 International (CC-BY-4.0) license. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata.
Languages
The dataset is primarily… See the full description on the dataset page: https://huggingface.co/datasets/openlyne/OpenGameArt-CC-BY-4.0.evaluation-dataset
DeepSafe Evaluation Dataset
Evaluation set for DeepSafe,
a deepfake detection benchmark.
Tiers
Tier
Samples
Generators
Size
Use
master_eval_small/
198
116
1.7 GB
smoke test, under 2 min
master_eval/
15,454
411
10 GB
the standard benchmark
master_eval_full/
45,954
411
25 GB
complete set
Medium tier composition: 9,954 image, 3,500 audio, 2,000 video.
from huggingface_hub import snapshot_download
snapshot_download("deepsafe/evaluation-dataset"… See the full description on the dataset page: https://huggingface.co/datasets/deepsafe/evaluation-dataset.OpenGameArt-GPL-3.0
Dataset Card for OpenGameArt-GPL-3.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the GNU General Public License version 3.0 (GPL-3.0). The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, and textures along with their associated metadata.
Languages
The dataset is primarily monolingual:
English (en): All asset descriptions… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-GPL-3.0.OpenGameArt-CC-BY-SA-4.0
Dataset Card for OpenGameArt-CC-BY-SA-4.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the Creative Commons Attribution-ShareAlike 4.0 International (CC-BY-SA-4.0) license. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata.
Languages
The dataset is primarily… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-CC-BY-SA-4.0.audioform_dataset
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A:::::A U::::::U U::::::UD:::::::::::::::DD I::::::::I OO:::::::::::::OO… See the full description on the dataset page: https://huggingface.co/datasets/webxos/audioform_dataset.MNW
MNW Benchmark Dataset
Microsoft-Northwestern-WITNESS (MNW) benchmark for evaluating AI-generated media and deepfake detection across images, video, and audio.
Notice
This dataset is intended for evaluation purposes only. It cannot be used for training or commercial purposes.
Contents
Folder
Description
AI_Images/
AI-generated images from many generators (~15k+ samples)
AI_Video/
AI-generated video samples
Deepfake_Audio/
Deepfake / AI… See the full description on the dataset page: https://huggingface.co/datasets/01Yassine/MNW.ak47-acoustic-rul-simulated
AK-47 Acoustic Run-to-Failure (RUL) Simulation Dataset
A synthetic Run-to-Failure dataset for Remaining Useful Life (RUL) estimation of an
AK-47's recoil spring from gunshot audio. Because real run-to-failure recordings of a
wearing firearm are practically impossible to collect, this dataset is generated by a
physics-based Digital Twin that takes a small set of real, healthy gunshot recordings and
mathematically simulates the acoustic signature of mechanical wear over thousands… See the full description on the dataset page: https://huggingface.co/datasets/karankhatavkar/ak47-acoustic-rul-simulated.