Catalogue

Explore our dataset collections

Purpose-built formats for AI training and evaluation across speech, screen, video, audio, image and multimodal data.

Speech and dialogue

AUDIO01

Natural English Dialogue Sets

Natural multi-speaker conversation with the turn structure, timing and speaker context needed for ASR, diarisation and conversational systems.

AUDIODIALOGUE

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AUDIO02

Cross-Language Dialogue Sets

Multilingual conversation organised under a consistent data structure while preserving the language-specific information each locale requires.

AUDIOMULTILINGUAL

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AUDIO03

Accent and Regional Speech Sets

Speech organised across defined accent and regional groups for adaptation, coverage analysis and comparative model evaluation.

AUDIOACCENT COVERAGE

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AUDIO04

Rare and Low-Resource Language Sets

Speech data for languages and varieties where existing machine-learning resources are limited, fragmented or difficult to standardise.

AUDIOLANGUAGE COVERAGE

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AUDIO05

Instruction and Command Voice Sessions

Spoken instructions and short follow-up exchanges that preserve intent, correction, confirmation and clarification behaviour.

AUDIOCOMMAND SPEECH

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AUDIO06

Bilingual Code-Switching Dialogue Sets

Bilingual conversation in which language changes can be represented within turns rather than reduced to a single session label.

AUDIOCODE-SWITCHING

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AUDIO07

Expressive and Styled Speech Sets

Speech captured under defined delivery styles for work on prosody, pacing, emphasis and style-conditioned modelling.

AUDIOPROSODY

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AUDIO08

Customer Service Dialogue Simulations

Scenario-based support conversations that preserve roles, changing intent, escalation and the outcome of the exchange.

AUDIOSUPPORT DIALOGUE

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Screen and software

SCREEN09

Software Task Screenflows

Desktop task recordings that connect interface state, user action and task outcome across a continuous workflow.

SCREENCOMPUTER USE

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SCREEN10

Browser Navigation and Web Task Flows

Browser-based task sequences for models that need to reason across navigation, page state and multi-step interaction.

SCREENWEB AGENTS

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SCREEN11

Error Recovery and Correction Screenflows

Screen workflows centred on failed actions, visible error states, corrections and the path back towards task completion.

SCREENERROR RECOVERY

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SCREEN12

Mobile App Task Screenflows

Mobile task sequences with device context and touch interaction where available, built for models that operate inside app interfaces.

SCREENMOBILE

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SCREEN13

Guided Software Walkthrough Sessions

Narrated software workflows that connect spoken explanation with screen state, visible text and user action.

SCREENNARRATED WORKFLOWS

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Video

VIDEO14

First-Person Activity Clips

Egocentric activity video for models that need to understand actions, objects and task progression from the actor's point of view.

VIDEOEGOCENTRIC

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VIDEO15

Hand and Object Interaction Clips

Close-range manipulation video focused on hand-object contact, fine-grained actions and changes in object state.

VIDEOMANIPULATION

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VIDEO16

Procedural Demonstration Video Sets

Multi-step demonstrations structured around procedure order, temporal boundaries, progress and completion.

VIDEOPROCEDURES

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VIDEO17

Multi-Environment Activity Clips

Activity video captured across defined settings or conditions for robustness, domain-shift and context-sensitive model work.

VIDEOENVIRONMENT DIVERSITY

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Audio and multimodal

AUDIO18

Acoustic Environment Sets

Ambient audio organised around acoustic scenes, recording conditions and sound events where the task requires them.

AUDIOACOUSTIC SCENES

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MULTIMODAL19

Multimodal Paired Capture Sets

Linked audio, video, screen, image or text records with explicit relationships between modalities.

MULTIMODALPAIRED CAPTURE

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CUSTOM20

Buyer-Scoped Custom Collection

A collection designed from your own objective, schema, inputs, targets and delivery requirements rather than a predefined format.

CUSTOMBUYER-SCOPED

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Image

IMAGE21

Product and Packaging Image Sets

Product imagery across views, packaging surfaces and visual conditions for recognition, retrieval and packaging understanding.

IMAGEPRODUCTS

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IMAGE22

Everyday Object Photo Sets

Object images across viewpoints and states, with persistent instance relationships where the task depends on them.

IMAGEOBJECTS

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IMAGE23

Real-World Text and Signage Photos

Text-bearing scenes with explicit links between image regions, transcription, language and script for OCR and scene-text models.

IMAGESCENE TEXT

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Looking for something different?

If the task does not fit an existing format, we can define a collection around your own data contract or model requirement.

Build a Custom Dataset