Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
This dataset consists of audio recordings capturing mental health therapy session scenarios in the United Kingdom, conducted in English.
This dataset consists of audio recordings capturing mental health therapy sessions in the United States.
Semi formal conversational audio from parent teacher meetings, capturing school relateddiscussions, student progress reviews, and home school communication patterns.
The provider transforms real-world patient–physician interactions into structured datasets for advanced healthcare AI.
This dataset consists of text-based chat records capturing peer mentorship conversations in India.
Audio · English · 10,000 hours
Includes structured prompts and comprehensive responses on Physics concepts such as relativistic Doppler effect, quantum error correction, thermodynamics, energy…
This dataset consists of text-based records derived from podcast discussion transcripts in India.
This dataset consists of text-based records capturing podcast discussion scenarios in the United Kingdom, conducted in English.
High-precision, expertly curated datasets derived from real-world clinical interactions.
Audio from virtual classroom breakout rooms where students engage in informaldiscussions during remote learning sessions.
Available on request. This dataset contains curated multi-turn conversations covering real-world abusive behavior for retail/ online shopping chatbots.
Authoring prompts and responses by native speakers (United States), covering the Retail domain.
This dataset consists of audio recordings capturing SaaS renewal negotiation conversations in India, reflecting IT and business stakeholderdiscussions around contract…
This dataset consists of real world audio recordings capturing SaaS renewal negotiation conversations in the United Kingdom.
This dataset contains audio recordings capturing SaaS renewal negotiation conversations in the United States.
Group audio conversations among elderly residents in senior centers, reflecting social interaction, shared experiences, and natural aging related speech patterns.
Fully anonymized case-level summaries, available in both free-text and SOAP formats.
This dataset contains de-identified clinical case summaries.
Group audiodiscussions among students collaborating on academic projects, featuring task coordination, idea exchange, and collaborative problem solving.
Informal social conversations among international students studying abroad, reflecting cross cultural interaction, adaptation experiences, and everyday communication.
Synthetic one-on-one conversations between an agent and a customer in healthcare scenarios.
Audio recordings of informal group conversations among high school students during lunch breaks, capturing sponstaneous teen speech, social interaction patterns, and…
This dataset consists of audio recordings capturing telemedicine follow up scenarios in India, conducted in English.