Gulf Arabic drive-thru ordering speech data
Orders the way Gulf customers place them: Saudi, Emirati, Kuwaiti and Qatari dialects, menu names in Arabic and English, changes of mind, engine and AC noise, and the speaker box in between. Transcribed and tagged item by item, for voice-ordering AI that gets the order right.
Specification
- Dialects
- Saudi (Najdi, Hejazi), Emirati, Kuwaiti and Qatari Arabic, with English menu names and code-switching
- Audio
- Drive-thru speaker and microphone audio with engine, AC, road and in-car noise; 16 kHz, 16-bit WAV
- Orders
- New orders, additions, removals, swaps, upsizes and cancellations, the way customers really phrase them
- Annotation
- Verbatim transcript, then every item, quantity, size and modifier (no onions, extra sauce), and each correction
- Speakers
- Native Gulf speakers, balanced across gender and age groups
- Quality check
- Every order is cross-checked by several native Gulf reviewers
Example of the data
هلا، أبي وجبة برجر دجاج حار، بدون بصل، والبطاطس كبيرة.
Hi, I want a spicy chicken burger meal, no onions, and make the fries large.
لا لا، خلّها اثنين، وزد عليها عصير برتقال.
No, no, make it two, and add an orange juice.
وكم الحساب لو سمحت؟
And how much is it, please?
What it is used for
Voice ordering at the drive-thru
Take orders in dialect with the noise of a real lane, and read them back right.
Menu-aware speech recognition
Recognise item names, sizes and add-ons in Arabic and English in the same sentence.
Order accuracy checks
Compare what was said with what was rung up, and catch the gaps.
Phone and app ordering
Use the same dialect understanding for call-in and in-app voice orders.
Questions
Which dialects are included?
Saudi (Najdi and Hejazi), Emirati, Kuwaiti and Qatari Arabic, with the English menu names and code-switching customers use. Tell us your markets and we match the mix.
Can the menu match ours?
Yes. Item names, sizes and modifiers can follow your menu and your point-of-sale codes.
Does the audio include real background noise?
Yes: engine, air conditioning, road and in-car noise, through a drive-thru speaker and microphone.
Can I hear samples first?
Yes. Request samples with the form on this page and we will send them with the full specification.
Related datasets
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