Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
Audio · English · 21 hours
De-identified transcripts of authentic doctor-patient conversations, retaining genuine context, language, and intent.
This dataset contains speech based records capturing banking fraud alert scenarios in the United Kingdom, framed for IT focused analysis.
This dataset consists of text-based records capturing banking fraud alert scenarios in Australia, framed for finance-focused analysis.
This dataset contains text-based records capturing banking fraud alert scenarios in Canada, framed for retail-focused analysis.
Simulated call center data recorded over telephony
A multi-turn spoken dialogue dataset between native British English speakers in call center domains.
Audio · English · 31 hours
Audio · English · 200 hours
Audio · English · 33 hours
Audio · English · 183 hours
Audio · English · 32 hours
Audio · English · 201 hours
Audio · English · 24 hours
Recurrent informal conversations among café regular customers, reflecting routine social interaction and familiarity driven dialogue.
Casual audio conversations among caregivers during break periods, reflecting workplace stress relief, informal communication, and healthcare worker interaction.
Informal multi speaker conversations in the United States with natural turn taking and everyday topics.
Text transcripts of casual group conversations in India capturing natural dialogue and informal language patterns.
Circuit diagram images annotated with bounding boxes to highlight key components for object detection tasks.
Doctor patient diagnostic conversations capturing symptom descriptions, medication references, and clinical reasoning.
This synthetically generated dataset contains realistic Cloud App Events records that simulate activity logs generated by enterprise cloud services.
This synthetically generated dataset contains detailed Azure Active Directory (Azure AD) Service Principal Sign-In Logs, capturing both successful and failed…
This synthetically generated dataset contains detailed heartbeat and system telemetry logs collected from diverse agent types — including SCOM Agent, Direct Agent, Azure…
Collections negotiation audio in the United States focused on repayment options, dispute handling, and resolution outcomes.