datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
kyc-verification-dataset
Identity Verification Dataset
Dataset provides 1,215 videos and 405 speech clips of 45 individuals, annotated with gender, ethnicity, and multi-emotion labels. Designed for AI avatar generation, identity verification, and computer vision tasks, this emotional video and speech dataset supports creating realistic avatars, training **deep learning **models, and advancing applications in virtual assistants, facial recognition, and digital identity.
By utilizing this dataset… See the full description on the dataset page: https://huggingface.co/datasets/UniDataPro/kyc-verification-dataset.kyc-verification-dataset
Identity Verification Dataset - 1,215 Videos
This dataset contains a collection of 45 individuals, with 1,215 video clips and 405 audio recordings, created to advance the field of video-based KYC and digital identity verification.— Get the data
Dataset characteristics:
Characteristic
Data
Description
Video of people for emotion and speech recognition
Data types
Video
Tasks
Emotion recognition, Speech Recognition
Number of people
45
Number of videos… See the full description on the dataset page: https://huggingface.co/datasets/ud-biometrics/kyc-verification-dataset.2026-06-23_verification_past_spectrogramThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/jogarulfop/2026-06-23_verification_past_spectrogram.verification_dataset_1