Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
Arabic Spontaneous Dialogue Smartphone speech dataset.
Arabic(Egypt) Unscripted Call Center Telephony speech dataset, covers telecom, finance, retail, tourism, car, medical domains, including terms and emotions in call…
Specifications: ‣ Volume: 100,000+ hours ‣ Format: 8kHz, mono channel (WAV audio + JSON transcript) ‣ Environment: Studio, podcast-quality recording ‣ Recording content:…
Arabic(Saudi Arabia) Real-world Casual Conversation and Monologue speech dataset, mirrors real-world interactions.
This dataset contains human-authored communication samples in Arabic (Modern Standard Arabic), curated across common real-world interaction formats such as Email –…
This dataset contains human-authored communication samples in Arabic (Modern Standard Arabic), curated across common real-world interaction formats such as Notes –…
This dataset contains human-authored communication samples in Arabic (Modern Standard Arabic), curated across common real-world interaction formats such as SMS –…
A collection of books with approximately 85 million words across 45 disciplines, including politics, media, psychology, history, literature, and a wide range of other…
This dataset contains human-authored communication samples in Egyptian Arabic, curated across common real-world interaction formats such as SMS – Short-form…
This dataset contains human-authored communication samples in Gulf Arabic, curated across common real-world interaction formats such as SMS – Short-form conversational…
This dataset contains human-authored communication samples in Hejazi Arabic, curated across common real-world interaction formats such as SMS – Short-form conversational…
This dataset contains human-authored communication samples in Iraqi Arabic, curated across common real-world interaction formats such as SMS – Short-form conversational…
This dataset contains human-authored communication samples in Levantine Arabic, curated across common real-world interaction formats such as SMS – Short-form…
The provider (Accurate Data Annotator) provides data collection, annotation, and human evaluation services for AI and machine learning development, with access to…
The provider’s MENA Geopolitical News Dataset is a structured, labelled corpus of 55,000+ news items aggregated from 100+ sources across 24 countries in the Middle East…
Overview This API delivers structured, machine-labelled news events from the Middle East and North Africa as a live, queryable feed rather than a static download.
The provider delivers a unified data development platform for creating production-ready datasets across the most demanding AI domains, including Physical AI (robotics,…
This dataset contains human-authored communication samples in Najdi Arabic, curated across common real-world interaction formats such as SMS – Short-form conversational…
High-quality transcribed Arabic (Egypt) speech audio dataset collected from native speakers.
High-quality transcribed Arabic (Saudi Arabia) speech audio dataset collected from native speakers.
High-quality transcribed Arabic (UAE) speech audio dataset collected from native speakers.
A collection of simulated conversations between two people (like whatsapp conversations) on a variety of topics.
This dataset contains text-based records capturing cybersecurity alert handling scenarios in the United Arab Emirates, framed for IT-focused analysis.
A high-difficulty reasoning and benchmark dataset constructed in accordance with Korea-specific HLE standards based on Egyptian Arabic encompassing advanced…