Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
A US EPIC-style dermatology multimodal dataset of single- and multi-turn doctor-patient dialogues paired with images, covering 8 categories: Inflammatory Skin…
A US EPIC-style dermatology dataset of single- and multi-turn doctor-patient dialogues, covering 8 categories: Inflammatory Skin Conditions, Neoplastic Growth, Pigment…
A collection of unscripted, channel-separated speech featuring spontaneous conversations on everyday topics, from imaginative prompts to daily life, u.s.
A dataset of 1,000 English-language conversations designed for Red Teaming discrimination testing in GenAI systems.
This dataset consists of speech based records capturing financial advisory discussion scenarios in the United States, framed for finance focused analysis.
This dataset contains speech based records capturing financial advisory discussion scenarios in Canada, framed for IT focused analysis.
This dataset consists of text-based records capturing financial advisory discussion scenarios in the Philippines, framed for travel-related analysis.
This dataset contains audio recordings capturing fraud investigation scenarios in India.
This dataset contains text-based records capturing fraud investigation scenarios in the United Kingdom.
This dataset contains real world audio recordings from incident response bridge calls in India.
Text data from a real IT helpdesk service center, consisting of 170 English-language email conversations between IT agents and employees.
Audio · English · 10,000 hours
This dataset contains speech based records capturing legal consultation scenarios in the United Arab Emirates, framed for legal focused analysis.
This dataset contains text-based records capturing legal consultation scenarios in Singapore, framed for healthcare-focused analysis.
Low volume conversational audio recorded in library study environments, capturing whispered speech, quiet interactions, and noise sensitive communication patterns.
This dataset consists of text-based records derived from loan application call scenarios associated with travel-related use cases in Singapore.
This dataset contains audio recordings of loan servicing call interactions in India.
This dataset contains real world audio recordings of loan servicing call scenarios in the United Kingdom.
This dataset contains audio recordings of loan servicing call scenarios in the United States.
This dataset consists of text-based records derived from loan servicing call scenarios in India, reflecting finance professional interactions related to account…
This dataset consists of speech based records capturing logistics coordination scenarios in India, framed for education focused analysis.
This dataset consists of text-based records capturing logistics coordination scenarios in the United States, framed for education-focused analysis.
Audio · English · 10,000 hours
This dataset contains audio recordings capturing mental health therapy sessions in India.