Millions of human experiences and expressions from diverse people around the world
With hundreds of thousands of fully-consented samples, our datasets are emotionally rich, naturalistic, culturally diverse, equitable, unbiased. They are the tools needed to train and evaluate unbiased and truly empathic AI.
Millions of human experiences and expressions from diverse people around the world
With hundreds of thousands of fully-consented samples, our datasets are emotionally rich, naturalistic, culturally diverse, equitable, unbiased. They are the tools needed to train and evaluate unbiased and truly empathic AI.
Advancing empathic AI with the most accurate and nuanced emotion models to date
Capture nuances in expressive behavior with newfound precision: subtle facial movements that express love or admiration, cringes of empathic pain, laughter tinged with awkwardness, sighs of relief. This is the language of emotion.
Dataset
Voice
Vocal Expressions
Diverse vocal expressions (e.g., laughs, sighs, screams) from around the world, conveying blends of over 28 different kinds of emotion, with self-report and demographics
Dataset
Face + Body
Video Reactions
Reactions to thousands of evocative videos and images by people on 4 continents, capturing dozens of distinct kinds of emotional experience, with self-report and demographics
Dataset
Face + Body
Facial Expressions
Hundreds of thousands of richly diverse facial expressions from around the world, conveying blends of 37 different kinds of emotion, with self-report and demographics
Dataset
Voice
Speech Prosody
Hundreds of thousands of recordings of sentences being spoken in dozens of different emotional intonations by people on 4 continents, with self-report and demographics
Model
Face + Body
Facial Expression Model
Differentiate 37 kinds of facial movement that are recognized as conveying distinct emotional meanings—and the multiplicity of ways that they can be blended together
Model
Voice
Vocal Expression Model
Differentiate 28 kinds of human vocalization that are recognized as conveying distinct emotional meanings—and the multiplicity of ways that they can be blended together
Model
Voice
Speech Prosody Model
Differentiate 18 patterns of tune, rhythm, and timbre that interact with speech to imbue our everyday conversations with complex, blended emotional meanings
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