AI Data Services
Multilingual Data Collection Across 100+ Languages
Where can I get multilingual training data for AI?
ConsultBae collects and annotates training data in 100+ languages, including low-resource, regional, and code-switched languages most providers skip. Data is gathered by native speakers rather than machine translation, across speech, text, and image.
- 100+ languages, including the long tail
- Native speakers, not machine translation
- Covers speech, text, and image data
- Code-switched and dialect data collected on purpose
Which languages does ConsultBae cover?
Most providers cover the same twenty or so languages. The demand, and the difficulty, sits in the long tail: low-resource languages with few speakers online, regional languages, and dialects. Our network reaches those speakers directly.
Does multilingual data cover speech, text, and images?
Yes, it runs through everything we do, not a separate product line.
- Speech, 60+ languages including accented and code-switched audio
- Text, 40+ languages across entities, intent, and documents
- Image, non-Latin scripts and multi-region documents
What is code-switched data, and does ConsultBae collect it?
Code-switching is when a speaker moves between two languages in a single sentence, and real speakers do it constantly. Models trained only on clean single-language data break on it. We collect code-switched speech and text deliberately.
How is multilingual data quality checked?
QA only works when the reviewer speaks the language. Our checks are staffed by native and fluent reviewers, which is how accuracy holds even in languages a typical vendor cannot verify.
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