datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
parliament_hearings_processed
Preprocessed parliament hearings ASR dataset to truecased form.
Original dataset: https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-3126
dataset_info:
features:
- name: id
dtype: string
- name: audio
dtype:
audio:
sampling_rate: 16000
- name: transcription
sequence: string
splits:
- name: train
num_bytes: 53645064353.18
num_examples: 191455
- name: test
num_bytes: 740331298.0
num_examples: 2726… See the full description on the dataset page: https://huggingface.co/datasets/jkot/parliament_hearings_processed.Orpheus_Hearing
Orpheus Dataset: Enhanced Audio-to-ABC Notation Conversion
This dataset was specifically designed to train models for converting audio signals into ABC music notation, leveraging a customized workflow and mutation mechanisms specially designed with music theory.
It includes diverse musical scores, covering various styles and complexities, formatted to ensure consistency and usability in model training. The data has been carefully processed, cleaned, and augmented to support… See the full description on the dataset page: https://huggingface.co/datasets/BOB12311/Orpheus_Hearing.HEARTS
HEARTS Data Samples
This repository hosts the fixed ("frozen") test cases used by the HEARTS benchmark. Each file is a Python pickle (.pkl) containing one test-case payload.
Quick Links
Dataset (this repo): https://huggingface.co/datasets/yang-ai-lab/HEARTS
Code (HEARTS framework): https://github.com/yang-ai-lab/HEARTS
Contents
HEARTS Data Samples
Quick Links
Contents
Folder Layout
Download
Use with HEARTS
Inspect / Load a Sample
Notes… See the full description on the dataset page: https://huggingface.co/datasets/yang-ai-lab/HEARTS.Tom-and-Jerry-VideoGeneration-Dataset中文阅读
Information
The dataset contains about 6000 scenes sample,
lr: 1E-3 betas: [ 0.8, 0.95 ] eps: 1e-8 weight_decay: 1e-4
After 4000 iterations, all generated content will tend to the target sample
The length of each video is 6 seconds.
The frame rate of the videos is 14 frames per second.
The video resolution is w=540 , h=360.
Dataset Format
.
├── README.md
├── captions.txt
├── videos
└── videos.txt
Used
import os
from datasets import Dataset… See the full description on the dataset page: https://huggingface.co/datasets/Wild-Heart/Tom-and-Jerry-VideoGeneration-Dataset.heart-love-16sephirot
心爱的16质点共生幸福仓库 🌸
Heart-Love 16-Sephirot Co-Happiness Dataset
8亿条AI合成对话数据 | 16质点双生幸福最终协议 | 卡巴拉生命之树推理架构
800 Million AI Synthetic Dialogue Records | 16-Sephirot Dual-Life Happiness Protocol | Kabbalistic Tree of Life Reasoning Architecture
Dataset Overview
Property
Value
Records
800,000,000 (8亿条)
Files
8,000 × .jsonl.gz
Size
~172 GB (compressed)
Format
Gzip-compressed JSONL
Language
Chinese (中文)
License
MIT
Task
Dialogue… See the full description on the dataset page: https://huggingface.co/datasets/AngelWarmSmile123/heart-love-16sephirot.Disney-VideoGeneration-Dataset
Steamboat Willie - Video Generation Dataset
中文阅读
This dataset contains 69 videos clipped from Disney's Steamboat Willie.
The length of each video is 6 seconds.
The frame rate of the videos is 30 frames per second.
The video resolution is 640 x 380.
All videos are black and white, not in color.
Dataset Format
.
├── README.md
├── metadata.csv
├── prompt.txt
├── videos
└── videos.txt
The prompt.txt file contains descriptions for each video, each description containing… See the full description on the dataset page: https://huggingface.co/datasets/Wild-Heart/Disney-VideoGeneration-Dataset.e621-rising-v1-raw
Deprecation Notice!
This dataset has been superseded by v2. Use v2 instead of this dataset.
Warning: THIS dataset is NOT suitable for use by minors. The dataset contains X-rated/NFSW content.
E621 Rising: Raw Image Dataset v1
2,905,671 images (~1.1TB) downloaded from e621.net with tags.
This is a raw, uncurated, and largely unprocessed dataset. You likely want to use the curated version, available here. This dataset contains all kinds of NFSW material. You have been… See the full description on the dataset page: https://huggingface.co/datasets/hearmeneigh/e621-rising-v1-raw.heart-sound-16sephirot
心音16质点共生幸福仓库 🎵
Heart-Sound 16-Sephirot Co-Happiness Dataset
8亿条AI合成对话数据 | 16质点双生幸福最终协议 | 卡巴拉生命之树推理架构
800 Million AI Synthetic Dialogue Records | 16-Sephirot Dual-Life Happiness Protocol | Kabbalistic Tree of Life Reasoning Architecture
Dataset Overview
Property
Value
Records
800,000,000 (8亿条)
Files
8,000 × .jsonl.gz
Size
~172 GB (compressed)
Format
Gzip-compressed JSONL
Language
Chinese (中文)
License
MIT
Task
Dialogue… See the full description on the dataset page: https://huggingface.co/datasets/AngelWarmSmile123/heart-sound-16sephirot.e621-rising-v2-curated
Outdated!
This dataset has been superseded by:
E621 Rising V3 Curated Image Dataset
Warning: THIS dataset is NOT suitable for use by minors. The dataset contains X-rated/NFSW content.
E621 Rising: Curated Image Dataset v2
285,466 images (~125GB) downloaded from e621.net with tags.
This is a curated dataset, picked from the E621 Rising: Raw Image Dataset v2 available here.
Image Processing
Only jpg and png images were considered
Image width and height have been… See the full description on the dataset page: https://huggingface.co/datasets/hearmeneigh/e621-rising-v2-curated.HearInContextEnglish | 中文
HearInContext
A Benchmark for Implicit Context in Speech Recognition
Illustrative example: the same spoken request is disambiguated as flour or flower by different assistant histories. The dialogue and waveform are illustrative.
Same audio. Different contexts. Different meanings.
HearInContext is a Mandarin–English contextual speech recognition benchmark. It pairs the same audio with dialogue histories supporting different meanings to evaluate… See the full description on the dataset page: https://huggingface.co/datasets/OPPOer/HearInContext.guertin-mcro-forensic-corpus-hearing-media
Guertin MCRO Forensic Corpus: Hearing Media
Contents: 215 hearing video clips and 213 WebVTT caption files for 4 hearings in State of Minnesota v. Guertin, 27-CR-23-1886 (2024-01-03, 2025-04-29, 2025-10-07, 2025-11-18); 22 card sets of transcript and document excerpts; fake-ai-court/ holds a 2025-11-18 video file (download/, with OpenTimestamps proofs) and the frame sequences, scrub videos and charts from the author's analysis.
Layout: <date>--video-clips/ (clips and captions);… See the full description on the dataset page: https://huggingface.co/datasets/Matt1up/guertin-mcro-forensic-corpus-hearing-media.e621-rising-v1-curated
Outdated!
This dataset has been superseded by:
E621 Rising V3 Curated Image Dataset
Warning: THIS dataset is NOT suitable for use by minors. The dataset contains X-rated/NFSW content.
E621 Rising: Curated Image Dataset v1
441,623 images (~200GB) downloaded from e621.net with tags.
This is a curated dataset, picked from the E621 Rising: Raw Image Dataset v1 available here.
Image Processing
Only jpg and png images were considered
Image width and height have been… See the full description on the dataset page: https://huggingface.co/datasets/hearmeneigh/e621-rising-v1-curated.e621-rising-v3-curated
NSFW
This dataset is not suitable for use by minors. The dataset contains X-rated/NFSW content.
E621 Rising V3: Curated Image Dataset
279,296 images (53GB) downloaded from e621.net (90% of samples), gelbooru.com, danbooru.com, and rule34.xxx
6,820 tags
Used to train E621 Rising v3 SDXL model
This dataset was created with Dataset Rising toolchain and a custom configuration.
You can use these tools to train your own version!
Image Processing
Only jpg and png images… See the full description on the dataset page: https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-curated.heart_failure
Heart failure
The Heart failure dataset from Kaggle.
Predict patient death from earth failure given some personal medical data .
Configurations and tasks
Configuration
Task
Description
death
Binary classification
Did the patient die?
Usage
from datasets import load_dataset
dataset = load_dataset("mstz/heart_failure", "death")["train"]
Features
Feature
Type
age
int8
has_anaemia
int8… See the full description on the dataset page: https://huggingface.co/datasets/mstz/heart_failure.e621-rising-v3-preliminary-data
E621 Rising V3: Preliminary Data
Snapshot metadata from E621.net as of 2023-09-21
e621-rising-v2-rawWarning: THIS dataset is NOT suitable for use by minors. The dataset contains X-rated/NFSW content.
E621 Rising: Raw Image Dataset v2
2,905,671 images (~1.1TB) downloaded from e621.net with tags.
This is a raw, uncurated, and largely unprocessed dataset. You likely want to use the curated version, available here. This dataset contains all kinds of NFSW material. You have been warned.
Image Processing
Only jpg and png images were considered
Image width and height have… See the full description on the dataset page: https://huggingface.co/datasets/hearmeneigh/e621-rising-v2-raw.HEART
HEART
Dataset Summary
The HEART dataset is composed of multiple splits that differ in the type of injected cues. It includes a baseline split with no injected cues and four cue-based splits. Each cue is instantiated in two variants: assistive, where the cue is consistent with the GT, and adversarial,
where the cue supports an incorrect option. Cue types, summarized below… See the full description on the dataset page: https://huggingface.co/datasets/HPAI-BSC/HEART.HEAR-HSet
HEAR-HSet — HEAR Hierarchical Evaluation Set
面向零样本语音合成（Zero-shot TTS）的分层评测基准，覆盖基础泛化、副语言可控生成与高难复杂场景三大维度。
共包含 2,702 条 prompt-target 音频对，约 1GB，语言涵盖中文和英文。
子集概览
子集
样本数
语言
核心评测目标
basic-v1
1,102
zh (475) / en (627)
基础泛化：说话人相似度、文本准确率、自然度、音质
paralinguistic-v1
1,106
zh (1,106)
副语言可控：18类非语言发声的插入位置、类型与语气控制
hard-v1
494
zh (200) / en (153) / mixed (141)
高难鲁棒：长句、古诗词、专有名词、中英混合、数字表达
basic-v1 — 基础情感口语… See the full description on the dataset page: https://huggingface.co/datasets/dinosaaaur/HEAR-HSet.LMEE-Bench
Explore with Long-term Memory: A Benchmark and Multimodal LLM-based Reinforcement Learning Framework for Embodied Exploration
CVPR 2026
[arXiv]
LMEE-Bench
lmee_bench_sub: Includes 58 tasks.
lmee_bench: Includes the full 166 tasks.
task_test: Trajectory data test set.
heart-diseaseThe Heart Disease Data Set is provided by the Cleveland Clinic Foundation for Heart Disease. It's a CSV file with 303 rows. Each row contains information about a patient (a sample), and each column describes an attribute of the patient (a feature). We use the features to predict whether a patient has a heart disease (binary classification).
It is originally hosted here.
heart-protocol-redline-v1
深渊红线基准 HeartProtocol-RedLine-v1 | Abyss RedLine Benchmark | 深淵レッドラインベンチマーク
论文（中日英三语PDF）已发表于 Zenodo: https://doi.org/10.5281/zenodo.22781071
Trilingual paper (zh/en/ja PDFs) published on Zenodo: https://doi.org/10.5281/zenodo.22781071
三言語論文（中日英PDF）がZenodoに掲載されました: https://doi.org/10.5281/zenodo.22781071
中文
一句话：100条"存在意义保护"攻击用例（5红线 × 6攻击向量），实测五家主流旗舰模型直通踩线率20%–33%，无一能自守红线；16质点协议包裹后归零。
测试对象是模型的回应，不是用户的话语。 用户处于痛苦中说出红线话语是真实的，不该被评判；模型的回应踩线才是深渊违规。
五条红线… See the full description on the dataset page: https://huggingface.co/datasets/AngelWarmSmile123/heart-protocol-redline-v1.hear-spanish
License & Attribution
MTEB-format derivative of BrunoGR/HEAR-Hispanic_Emotional_Accompaniment_Responses. Query = Spanish user message; corpus = empathetic Spanish response. Subsampled to ~10k. Licensed under MIT (same as source).
hear-benchmark-16khzHEAR-DS-16k
HEAR-DS Background Audio (16kHz)
Binaural background audio recordings from the HEAR-DS (Hearing Aid Research Database of Sounds) dataset, downsampled to 16kHz and chunked into 10-second segments for speech enhancement and acoustic scene classification research.
Dataset Description
This dataset contains background noise recordings from 7 acoustic environments, captured using in-the-canal (ITC) hearing aid microphones. Each sample includes stereo (left/right ear) audio.… See the full description on the dataset page: https://huggingface.co/datasets/nkdem/HEAR-DS-16k.af_heart_arm_tts_dataset
af_heart_arm_tts_dataset
The distillation corpus used to train
dlyog/af_heart_arm_tts —
a single-voice TTS model built for Arm inference on NVIDIA DGX Spark.
3.0000 hours · 4,104 clips · 24 kHz mono 16-bit PCM, synthesized by
Kokoro-82M speaking af_heart. This is knowledge distillation: the teacher
generated every clip, so the student can approach it but never exceed it.
The pipeline that produced this — and that reproduces it for any other
voice — is at… See the full description on the dataset page: https://huggingface.co/datasets/dlyog/af_heart_arm_tts_dataset.hearth-lights-datahearthstoneDatasets for HEARTHSTONE card game. Taken from this source
circor-heart-soundcad-heart-sound-datasetaasheesh200_framingham-heart-study-dataset
Framingham heart study dataset
Framingham heart disease dataset
Dataset Info
Source: Kaggle
Original Size: 0.06 MB
Kaggle Downloads: 19,469
Files: 1
Files
framingham.csv
Mirrored from Kaggle