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Speech data · The UAE

Emirati Arabic insurance call-center speech data

Insurance customer-service calls the way Emirati customers make them: claims, approvals, policy renewals and medical-network questions, in Emirati Arabic from Abu Dhabi, Dubai, Al Ain and the Northern Emirates. Every call is transcribed word for word, tagged with what the caller wants, and checked by several native Emirati reviewers.

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Specification

Dialect
Emirati Arabic from Abu Dhabi, Dubai, Al Ain and the Northern Emirates, with the English words customers mix in
Calls
Customer and agent, two speakers per call: claims, approvals, policy renewals and medical-network questions
Audio
8 kHz telephone or 16 kHz wideband, 16-bit WAV, mono or one channel per speaker
Speakers
Native Emirati speakers, balanced across gender and age groups
Annotation
Verbatim transcript, timestamps, speaker turns and gender; intents such as claim status, approval request, renew policy, network question
Quality check
Every transcript is cross-checked by several native Emirati reviewers

Example of the data

  1. Agent00:01

    مرحبا، معاك سلامة من خدمة العملاء، شو أقدر أساعدك؟

    Hello, this is Salama from customer service. How can I help you?

  2. Customer00:04

    هلا، عندي مشكلة في المطالبة، من أمس أحاول وما ضبطت.

    Hi, I have a problem with my claim. I’ve been trying since yesterday and it won’t work.

  3. Agent00:09

    حاضرين، عطني رقم الهوية لو سمحت.

    Of course, give me your Emirates ID number, please.

  4. Customer00:12

    زين، بس أبا أعرف ليش صار جي؟

    Fine, but I want to know why this happened.

What it is used for

  • Speech recognition for Emirati calls

    Train and evaluate ASR that hears Emirati Arabic, not only Modern Standard Arabic.

  • Claims by voice

    Let policyholders open and follow claims by voice, in dialect.

  • Approval and renewal routing

    Send approval, renewal and coverage calls to the right team at once.

  • Agent quality monitoring

    Score calls automatically against your service standards.

Questions

Which varieties of the dialect are included?

Emirati Arabic from Abu Dhabi, Dubai, Al Ain and the Northern Emirates. Tell us the regions and the mix your product needs.

Which insurance intents are labelled?

Intents such as claim status, approval request, renew policy, network question, plus sentiment and named entities on request, or your own label set.

Can I hear samples first?

Yes. Request samples with the form on this page and we will send them with the full specification.

Can it be used in a commercial product?

Yes. The data is prepared for training and evaluating commercial AI systems, under a licence agreed with you.

Related datasets

SpeechEmirati Arabic banking call-center speech dataBanking customer-service calls the way Emirati customers make them:See the dataset SpeechEmirati Arabic telecom call-center speech dataTelecom customer-service calls the way Emirati customers make them:See the dataset SpeechSaudi Arabic insurance call-center speech dataInsurance customer-service calls the way Saudi customers make them:See the dataset

Tell us what your model needs.

Request samples and the full specification. We reply within a couple of business days.

Request samples