Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
Text based hospital shift handover notes with fast paced patient summaries and named clinical entities.
Informal guest conversations in hotel lobby settings discussing travel plans, experiences, and logistics.
A collection of anonymized doctor patient recordings in a variety of indic languages
This dataset consists of speech based records capturing insurance claim call scenarios in Japan, framed for healthcare focused analysis.
A Korean healthcare and bio domain question collection dataset built for LLM training, with questions directly collected and curated by medical and biotechnology majors…
A single-turn Levantine Arabic speech dataset featuring first-person narratives from general users about healthcare service experiences.
This dataset consists of speech based records capturing medical inquiry scenarios in India, framed for energy focused analysis.
Structured interviews conducted by insurance adjusters covering medical and financial details of claims.
QA corrected medical transcripts capturing edits to dosages, terminology, and clinical accuracy.
Guided therapy sessions featuring emotional dialogue, personal narratives, and clinician responses.
A single-turn energy domain speech dataset based on the North African Arabic (Maghrebi Arabic) dialect.
Studio quality oncology dictations capturing cancer diagnoses, staging, and treatment planning terminology.
This dataset contains images of medical prescription in Portuguese, captured using smartphones or digital cameras.
Groupdiscussions among patients in rehabilitation settings sharing recovery experiences and progress.
Informal workplace conversations among restaurant kitchen and floor staff, reflecting service coordination, humor, and daily operations speech.
This dataset contains images of medical prescription in Russian, captured using smartphones or digital cameras.
This dataset contains images of medical prescriptions in Spanish, captured using smartphones or digital cameras.
A collection of 4k and higher‐resolution short videos (15–30 seconds), across domains like sports, business, health, medicine, drone footage, work‐from‐home scenarios,…
Emotionally rich groupdiscussions from peer support settings, capturing shared experiences, empathy driven dialogue, and collective emotional expression.
Follow up calls where clinicians monitor recovery progress and ongoing care needs.
Background conversational audio captured in healthcare waiting rooms, featuring casual patientdiscussions and ambient speech.
A high-difficulty text dataset developed to train expert-level reasoning in LLMs based on doctoral examination questions and solutions in Bengali.
An English text reasoning dataset of Chinese college entrance exam biology questions covering ecology, genetic engineering, genetics, and more, with each question paired…
A high-difficulty text dataset built from doctoral-level exam questions and solutions to support LLM training for expert reasoning and problem solving.