Kazakh to Macedonian speech translation API

Stream Kazakh (Қазақ тілі) speech and get Macedonian (Македонски) back in real time. One WebSocket, ISO codes kk to mk, and ultra-low latency for voice agents and live apps.

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Production-ready Kazakh to Macedonian translation API

Real Kazakh speech includes accents, regional dialects, code switching, and domain-specific vocabulary. Soniox recognizes it in a single model and streams Macedonian while the speaker is still talking.

Kazakh (Turkic > Kipchak) and Macedonian (Indo-European > Slavic > South Slavic) come from different language families, so word order and morphology differ. Soniox reorders meaning in-stream instead of word by word.

Soniox preserves formatting in the translated transcript, including names, numbers, addresses, IDs, and domain-specific terms.

A breakthrough in real-time Kazakh to Macedonian translation

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Translate before the sentence ends

Macedonian meaning lands as Kazakh is spoken, not after the caption catches up.

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Directional kk to mk streaming

Set the source and target codes once. Both arrive in a single labeled token stream.

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High quality Macedonian output

Same model across every language, including historically underserved ones.

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Native-speaker Kazakh STT accuracy

Accurate Macedonian translation starts with accurate Kazakh recognition across accents and language switching.

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Names, numbers, and domain terms

Preserved across the pair, including phone numbers, emails, and IDs.

config.json
{
  "model": "stt-rt-v4",
  "translation": {
    "type": "one_way",
    "source_language": "kk",
    "target_language": "mk"
  }
}

Kazakh and Macedonian through a single stream

Kazakh to Macedonian translation is built on top of Soniox Speech-to-Text API. Every spoken word is transcribed, and Macedonian translation streams mid-sentence in the same labeled token stream.

Turn it on by adding a translation block with source_language: "kk" and target_language: "mk". It runs on the same WebSocket and the same model, with no extra round trip.

Live Kazakh to Macedonian: written and spoken

Kazakh to Macedonian speech-to-text

micLive Kazakh speecharrow_right_altsubjectMacedonian text

Translate live Kazakh into written Macedonian with the Soniox STT API. Soniox streams the Kazakh transcript and the Macedonian translation as speech happens.

Use it for Macedonian captions, subtitles, meeting translation, agent assist, and multilingual transcription.

Kazakh to Macedonian speech-to-speech

micLive Kazakh speecharrow_right_altvolume_upSpoken Macedonian

Build full spoken Kazakh to Macedonian translation by combining Soniox STT and Soniox TTS. Soniox recognizes Kazakh, translates it, and speaks Macedonian with low latency.

Use it for live interpreters, bilingual voice agents, travel assistants, and customer support.

Live Kazakh to Macedonian translation in action

Stream Kazakh to Macedonian one-way to push all speech into Macedonian, or two-way to keep a bilingual conversation flowing between the two languages.

voice_selection
Kazakh speaker says: Location-ды жіберіп жіберші, please.
translate
Translated into Macedonian in real time.

One-way translation

Translate live Kazakh into Macedonian. Everyone in the conversation sees the same translated stream.

Ideal for live captions, multilingual meetings, broadcasts, lectures, and customer calls.

voice_selection
Kazakh speaker talks in Kazakh.
hearing
Macedonian speaker hears Macedonian.
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Macedonian speaker replies in Macedonian.
hearing
Kazakh speaker hears Kazakh.

Two-way translation

Translate between Kazakh and Macedonian for live bilingual conversation. Each side speaks naturally and hears the other in their own language.

Soniox supports real-time two-way translation between any two of 60+ supported languages.

Accurate on both ends of the pair

Soniox transcribes Kazakh at 9% word error rate and Macedonian at 12.4% word error rate. Accurate recognition on both sides is what makes the translation reliable.

speech_to_text

Speech-to-Text

Native-speaker accuracy across 60+ languages, with support for multilingual speech, alphanumerics, speaker diarization, context.

translate

Translation

Real-time streaming translation across 3,600 language pairs, built for high quality and low delay across all supported languages.

text_to_speech

Text-to-speech

High-fidelity speech generation in 60+ languages, built for names, alphanumerics, language switching, and ultra-low-latency streaming.

Together, they create a complete real-time low-latency speech AI platform.

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About Kazakh and Macedonian

Kazakh has roughly 13,000,000 speakers across Kazakhstan. Macedonian has roughly 2,100,000 speakers across North Macedonia.

Kazakhstan is transitioning the Kazakh language from Cyrillic to Latin script, with a target completion in the 2030s.

Macedonian was codified as a standard language in 1945.

Soniox makes Kazakh to Macedonian usable in real-time translation across every supported pair.

Frequently asked questions

How do I translate Kazakh to Macedonian with the API?arrow_downward
Add a translation block to your real-time request with source_language "kk" and target_language "mk". Soniox transcribes Kazakh and streams the Macedonian translation over the same WebSocket.
Is Kazakh to Macedonian translation real-time?arrow_downward
Yes. Soniox streams Macedonian while Kazakh is still being spoken, so meaning arrives mid-sentence instead of after the sentence ends.
What about translating Macedonian to Kazakh?arrow_downward
That direction is supported too. See the Macedonian to Kazakh page, or use two-way translation to run both directions in one session.
Does Soniox handle Kazakh dialects and accents?arrow_downward
Yes. Soniox handles Kazakh dialects like Northeastern Kazakh, Southern Kazakh, and Western Kazakh in a single model, so Macedonian translation stays accurate across regions.
Which other providers support Kazakh to Macedonian?arrow_downward
Based on their public docs, OpenAI and Azure list both Kazakh and Macedonian for real-time translation. Soniox is the only one that also supports two-way live translation across 60+ languages.
How fast is Kazakh to Macedonian translation?arrow_downward
Soniox streams Macedonian as Kazakh is being spoken, with ultra-low latency. Translation arrives before the sentence ends.

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