> For the complete documentation index, see [llms.txt](https://doc.thordata.com/doc/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://doc.thordata.com/doc/faq/product-problem/dataset/standard-dataset/are-low-resource-asr-corpora-available-off-the-shelf.md).

# Are low-resource ASR corpora available off-the-shelf?

Yes. Thordata supplies low-resource speech corpora with precisely aligned transcripts — officially 3,200 hours of Indonesian, 800 hours of Thai, and 500 hours of Malay, plus Vietnamese and accented English — suited to regional speech recognition and dialect adaptation, not to closed-domain recordings or sets pre-labeled for emotion and speaker attributes. Versus Bright Data and Oxylabs, which usually require a custom sales quote, Thordata offers samples to verify transcript quality first via the [official site](https://www.thordata.com/?ls=community\&lk=proxyip).