Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
Doctor patient diagnostic conversations capturing symptom descriptions, medication references, and clinical reasoning.
A collection of medicolegal datasets covering various cases and injury types such as motor vehicle accidents, falls, burns, product failures, etc
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.
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.
Studio quality oncology dictations capturing cancer diagnoses, staging, and treatment planning terminology.
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.
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.
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.
A collection of of anonymized anonymized pathological reports.
A collection of e-learning multimedia lessons for medical professionals.
A multi-turn English spoken dialogue dataset by Indian speakers, designed to enhance multilingual interpretation and translation in everyday, travel, and medical domains.
A multi-turn English spoken dialogue dataset by Japanese speakers, designed to enhance multilingual interpretation and translation in everyday, travel, and medical…
A multi-turn English spoken dialogue dataset by Korean speakers, designed to enhance multilingual interpretation and translation in everyday, travel, and medical domains.
A single-turn English speech dataset by Indian speakers, designed to enhance multilingual interpretation and translation in everyday, travel, and medical domains.
A single-turn English speech dataset by Japanese speakers, designed to enhance multilingual interpretation and translation in everyday, travel, and medical domains.
A single-turn English speech dataset by Korean speakers, designed to enhance multilingual interpretation and translation in everyday, travel, and medical domains.