Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
Audio · English · 250 hours
A collection of live, conversational audio with speakers separated by channel, in english
A collection of live, conversational audio in english, in single-channel and mp3 format.
Focused groupdiscussions among students preparing for exams, covering study strategies, academic planning, and collaborative learning dialogue.
Household audio conversations during family meals, capturing natural domestic dialogue and interpersonal dynamics.
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.
An English multi-turn conversational speech dataset covering end-to-end business negotiations across diverse B2B domains, including SOW scope alignment, cost and…
A Malaysian English multi-turn spoken dialogue dataset designed to enhance multilingual interpretation and translation solutions.
Guided therapy sessions featuring emotional dialogue, personal narratives, and clinician responses.
Informaldiscussions among park rangers in outdoor workplace settings, capturing environmental operations and casual professional dialogue.
This dataset consists of audio recordings capturing peer mentorship conversations in India.
This dataset contains audio recordings of peer mentorship conversations in the United Kingdom.
This dataset consists of text-based chat records capturing peer mentorship interactions in the United States.
Informal conversations among parents while children play, reflecting family life discussion and casual social speech.
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.
Everyday conversations among roommates in shared housing environments, reflecting daily coordination and social interaction.
Emotionally rich groupdiscussions from peer support settings, capturing shared experiences, empathy driven dialogue, and collective emotional expression.
Informal networking conversations among tech meetup attendees, capturing professional introductions and knowledge sharing.
Audio · English · 10,000 hours
Informal planning conversations among volunteers coordinating activities and responsibilities.
Background conversational audio captured in healthcare waiting rooms, featuring casual patientdiscussions and ambient speech.
Portfolio review conversations between financial advisors and clients including investments and life milestones.