Russian data for AI training, collected to your brief
Russian data from IndecalAI is collected or reviewed by a native Russian speaker, not pulled from an existing archive. We work with speakers across Europe, with regional accents that a single generic model usually misses, matched to your brief and checked before delivery.
What Russian data can we produce?
Russian data from IndecalAI is speech, text, conversational and translation data collected or reviewed by a Russian speaker for your brief, not pulled from an existing archive.
Regional accents and dialect words inside a single country can trip up a model trained on one generic variety, so tell us the region or audience you're targeting.
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 Russian 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.
Russian 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 Russian before you brief it
Russian is the official language of Russia and serves as a common language across large parts of Central Asia, the Caucasus and Eastern Europe, so many speakers have another mother tongue.
Stress is not marked in normal spelling but changes pronunciation and sometimes meaning, so speech and text data both need a plan for it. The letter yo is usually written as plain e, which hides a real difference. Russian as spoken in neighboring countries carries accent and borrowings from local languages, so name the country of your users as well as the language.
Languages that sit close to Russian in script, family or region: Ukrainian data, Bulgarian data, Serbian data, Polish data, Kazakh data and Mongolian 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.
Russian at a glance
- Language family
- Indo-European (East Slavic)
- Script
- Cyrillic, left to right
- Spoken mainly in
- Russia, with wide use across Belarus, Kazakhstan and other countries of the former Soviet Union
- Name it in a brief
- Standard Russian, regional accents, Russian as spoken in neighboring countries
- Its own name
- русский
Four ways to request Russian data
Each links to the service that runs it, with its full scope and process.
Russian speech data
Recorded speech in Russian: calls, prompts and voice bot utterances, built around the regional accent your model needs to recognize.
Russian text data
Written Russian: messages, reviews, tickets or chat logs, written or labeled by people who read it natively.
Russian conversational data
Scripted or spontaneous Russian dialogue for voice bots and support agents, with the regional accent your users expect.
Russian translation
Human-verified translation between Russian and another language, covering prompts, UI copy and training data.
What to put in a Russian brief
Four things worth deciding before contributors start, so the first sample already looks right.
Region or dialect
Russian is spoken mainly in Russia, with wide use across Belarus, Kazakhstan and other countries of the former Soviet Union. Worth naming in a brief: Standard Russian, regional accents, Russian as spoken in neighboring countries. Tell us the region or community you're targeting so contributors are matched to the right one.
Script or transliteration
Script for Russian: Cyrillic, 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 Russian data
One named contact owns the project from scoping to the last file.
Brief
You tell us the data type, the Russian 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 Russian data ends up
Common jobs for Russian data. They're examples of the work, not a client list.
Voice bots and IVR
Recorded Russian prompts and calls teach a voice bot to recognize how people actually speak, not just how a script reads.
Support chat and tickets
Everyday Russian messages, written in the domain you work in, give a chat assistant real phrasing to learn from.
Content moderation and sentiment
Labeled Russian 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 Russian so a product reads like it was written for that market, not machine-translated.
Off-the-shelf Russian 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 Russian: see the Russian speech dataset. Here's how the two paths compare.
| Topic | A typical off-the-shelf dataset | Russian data with us |
|---|---|---|
| Already collected? | No way to know until you've already paid for it | Yes: roughly 500 hours of Russian 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 |
Russian data terms, in plain words
General definitions. They describe the field, not a claim about us.
Where Russian data fits
Russian is one of 100 languages on our languages directory. You can also browse every category on the datasets hub.
Questions about Russian data
The datasets FAQ covers questions that apply across every category.
Do you support Russian?
Yes. Russian 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 Russian data collected?
Yes. Roughly 500 hours of Russian speech, prompts and conversations are already recorded and ready to license. The Russian speech dataset page has the details, and anything it doesn't cover we collect to your brief.
Can you mix regional varieties of Russian 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 Russian?
Speech, text, conversational data and translation to or from Russian. Image and video categories don't depend on language, so Russian 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 Russian?
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 Russian 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 Russian should I ask for?
Ask for the one your users actually speak. Russian is spoken mainly in Russia, with wide use across Belarus, Kazakhstan and other countries of the former Soviet Union, and the forms most worth naming in a brief are Standard Russian, regional accents, Russian as spoken in neighboring countries. If you are unsure, describe your users and where they live, and your named contact will help you decide before collection starts.
How is Russian written, and does it matter for the data?
Russian data uses Cyrillic, 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 Russian data
Pick the data type, confirm Russian 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.