Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
Arabic audio dataset featuring native speakers reading scripted dialogues.
A multilingual multi-turn chat text dataset built directly by professional annotators, including speaker information, proper nouns, chat slang, typo tags, and natural…
Conversational podcasts in arabic, sanaaniin various genre.
An Arabic general-domain multi-turn chat text dataset built by professional native-language annotators for daily life and general conversation domains.
An Arabic multi-turn spoken dialogue dataset designed to prevent false positive activation of in-vehicle voice assistants.
A code-switching multi-turn spoken dialogue dataset in which two or more languages are naturally mixed within a single conversation.