Advancing unbiased empathic AI with the most globally diverse data and nuanced models to date

Our models measure upwards of 50 dimensions of facial and vocal emotional expression. Our datasets are emotionally rich, naturalistic, diverse, and unbiased. Join our waitlist to access our data and models through our upcoming platform.

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

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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

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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

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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

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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

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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

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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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