Khmer data for AI training, collected to your brief
Khmer data from IndecalAI is collected or reviewed by a native Khmer speaker, not pulled from an existing archive. We work with speakers across East and Southeast Asia, where writing systems and speech patterns vary widely from one market to the next, matched to your brief and checked before delivery.
What Khmer data can we produce?
Khmer data from IndecalAI is speech, text, conversational and translation data collected or reviewed by a Khmer speaker for your brief, not pulled from an existing archive.
Writing systems, formality levels and spoken rhythm shift noticeably across East and Southeast Asia, so a brief written for one market rarely transfers cleanly to the next without a native reviewer checking it.
This sits across several of our services depending on what you need: data collection for raw speech or text, conversational AI data for dialogue, and translation and localization for converting between Khmer and another language.
Image and video categories on our datasets hub don't depend on language at all, so a project can combine this with visual data from the same region.
Khmer data at a glance
- Data types
- Speech, text, conversational, translation
- Services
- Data collection, Translation
- Who works on it
- Contributors from our network of 30,000+ people worldwide, matched to your brief.
- Review
- A review pass before anything is delivered.
- Your data
- NDA first, used only for the agreed scope, returned or deleted when you ask.
- First step
- A small free sample before you commit.
What to know about Khmer before you brief it
Khmer is the official language of Cambodia, spoken by almost everyone in the country, and it has a written history that reaches back well over a thousand years.
The script is large and many letters change shape depending on what surrounds them, so rendering and sorting problems are common in software that was not built for it. Like several of its neighbors, Khmer does not put a space between every word, so spaces mark phrases rather than words. There is also a separate vocabulary for royal and religious settings, which matters if your audio comes from formal speech.
Languages that sit close to Khmer in script, family or region: Thai data, Lao data, Vietnamese data, Burmese data, Malay data and Cantonese data.
Deciding what to specify for any language? The guide to speech data collection covers the choices that apply across languages, and the one on transcription for AI and for people covers how speech becomes text.
Khmer at a glance
- Language family
- Austroasiatic
- Script
- Khmer script, left to right
- Spoken mainly in
- Cambodia, with communities in Vietnam and Thailand
- Name it in a brief
- Standard Khmer (Phnom Penh speech), regional varieties
- Its own name
- ភាសាខ្មែរ
Four ways to request Khmer data
Each links to the service that runs it, with its full scope and process.
Khmer speech data
Recorded speech in Khmer: calls, prompts and voice bot utterances, matched to the region and reviewed before delivery.
Khmer text data
Written Khmer: messages, reviews, tickets or chat logs, written or labeled by people who read it natively.
Khmer conversational data
Scripted or spontaneous Khmer dialogue for voice bots, support agents and customer-facing assistants across this region's markets.
Khmer translation
Human-verified translation between Khmer and another language, covering prompts, UI copy and training data.
What to put in a Khmer brief
Four things worth deciding before contributors start, so the first sample already looks right.
Region or dialect
Khmer is spoken mainly in Cambodia, with communities in Vietnam and Thailand. Worth naming in a brief: Standard Khmer (Phnom Penh speech), regional varieties. Tell us the region or community you're targeting so contributors are matched to the right one.
Script or transliteration
Script for Khmer: Khmer script, left to right. Say whether you want the native script, a transliterated version, or both, especially if your downstream system only reads one.
Data type mix
Speech, text, conversational and translation can be requested together or on their own. Tell us the mix your model needs.
Volume and timeline
A rough sense of how much data and how soon lets us staff the right number of contributors from the start.
From your brief to reviewed Khmer data
One named contact owns the project from scoping to the last file.
Brief
You tell us the data type, the Khmer variety or region and roughly how much you need.
NDA and scope
We sign an NDA before any data moves, then agree the scope with you.
Free sample
We produce a small sample free, so you can check it before you commit.
Production
Contributors from our network work in our own tools, to the brief you set.
Review
A review pass runs before anything is delivered.
Delivery
The data comes to you, or moves on to another service with us.
Where Khmer data ends up
Common jobs for Khmer data. They're examples of the work, not a client list.
Voice bots and IVR
Recorded Khmer prompts and calls teach a voice bot to recognize how people actually speak, not just how a script reads.
Support chat and tickets
Everyday Khmer messages, written in the domain you work in, give a chat assistant real phrasing to learn from.
Content moderation and sentiment
Labeled Khmer posts, reviews and messages teach a model to read tone and intent correctly in this language.
Localizing a product
Translating prompts, UI copy and training data into Khmer so a product reads like it was written for that market, not machine-translated.
Off-the-shelf Khmer data, or built to your brief?
We hold around 35,000 hours of off-the-shelf speech, prompts and conversations already collected across our network, and roughly 500 hours of it is Khmer: see the Khmer speech dataset. Here's how the two paths compare.
| Topic | A typical off-the-shelf dataset | Khmer data with us |
|---|---|---|
| Already collected? | No way to know until you've already paid for it | Yes: roughly 500 hours of Khmer speech are already recorded, and we tell you what they cover before you buy |
| Fit to your brief | Built for whoever bought it first, not your exact region, register or use case | Collected or reviewed to the region, script and format you specify |
| Who else has it | The same files can be sold to more than one buyer | Custom collections are scoped to your engagement. For stock data, who else can license it is set in your licence |
| Checking the fit | You find out after you've already paid for it | A small free sample first, so you check it before committing to volume |
Khmer data terms, in plain words
General definitions. They describe the field, not a claim about us.
Where Khmer data fits
Khmer is one of 100 languages on our languages directory. You can also browse every category on the datasets hub.
Do you support Khmer?
Yes. Khmer is one of 100 languages in this directory, part of our wider language coverage worldwide, including deep Indian language coverage. Tell us the regional variety you need.
Do you already have any Khmer data collected?
Yes. Roughly 500 hours of Khmer speech, prompts and conversations are already recorded and ready to license. The Khmer speech dataset page has the details, and anything it doesn't cover we collect to your brief.
Can you mix regional varieties of Khmer in one project?
Yes. Tell us the mix of regions or dialects you need and we'll match contributors from our network to that brief.
Which data types are available in Khmer?
Speech, text, conversational data and translation to or from Khmer. Image and video categories don't depend on language, so Khmer speakers can also appear in those briefs on request.
Is a sample available before we commit?
Yes, a small free sample first.
Can this run alongside other languages in the same project?
Yes. Many engagements mix languages, domains and data types under one brief and one named contact, using our network of 30,000+ people across 150+ projects delivered so far.
What counts as a regional variety of Khmer?
A version of the language tied to a place or community, which can differ in vocabulary, pronunciation, formality or script from another region's variety. Name the region in your brief if it matters for your use case.
Can you handle Khmer in its native script?
Yes. Contributors work in the native script by default, with transliteration available if your project needs it instead.
Which variety of Khmer should I ask for?
Ask for the one your users actually speak. Khmer is spoken mainly in Cambodia, with communities in Vietnam and Thailand, and the forms most worth naming in a brief are Standard Khmer (Phnom Penh speech), regional varieties. If you are unsure, describe your users and where they live, and your named contact will help you decide before collection starts.
How is Khmer written, and does it matter for the data?
Khmer data uses Khmer script, left to right. The script and its encoding affect how a model reads the data, so say in the brief which one you need and whether a romanized or transliterated version is also required.
Request Khmer data
Pick the data type, confirm Khmer as the language and a rough volume, and send it. We'll produce a small sample free before you commit.
- Your named contact replies within one business day.
- We sign an NDA before any data changes hands.
- We produce your free sample, then agree the full scope.
This opens your email app with the brief filled in. Nothing is sent until you press send. You can also use the contact page.