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Macedonian to Swahili speech translation API

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

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Production-ready Macedonian to Swahili translation API

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

Macedonian (Indo-European > Slavic > South Slavic) and Swahili (Niger-Congo > Atlantic-Congo > Bantu) come from different language families, so word order and morphology differ. Soniox reorders meaning in-stream instead of word by word.

Macedonian is written in Cyrillic and Swahili in Latin, so Soniox emits correctly scripted Swahili text.

A breakthrough in real-time Macedonian to Swahili translation

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Translate before the sentence ends

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

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Directional mk to sw streaming

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

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High quality Swahili output

Same model across every language, including historically underserved ones.

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Native-speaker Macedonian STT accuracy

Accurate Swahili translation starts with accurate Macedonian 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": "mk",
    "target_language": "sw"
  }
}

Macedonian and Swahili through a single stream

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

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

Live Macedonian to Swahili: written and spoken

Macedonian to Swahili speech-to-text

micLive Macedonian speecharrow_right_altsubjectSwahili text

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

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

Macedonian to Swahili speech-to-speech

micLive Macedonian speecharrow_right_altvolume_upSpoken Swahili

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

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

Live Macedonian to Swahili translation in action

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

voice_selection
Macedonian speaker says: “Добро утро, дај ми едно бурек со сирење, to-go, и јогурт.”
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Translated into Swahili in real time.

One-way translation

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

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

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

Two-way translation

Translate between Macedonian and Swahili 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 Macedonian at 12.4% word error rate and Swahili at 9.3% 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.

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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 Macedonian and Swahili

Macedonian has roughly 2,100,000 speakers across North Macedonia. Swahili has roughly 200,000,000 speakers across Tanzania, Kenya, Uganda, and Rwanda.

Macedonian was codified as a standard language in 1945.

Swahili is the most widely spoken African language, serving as a lingua franca across East Africa.

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

Translate Macedonian to any language

From Macedonian to Swahili, or Macedonian to any of 60+ supported languages. All real-time.

AfrikaansAlbanianArabicAzerbaijaniBasqueBelarusianBengaliBosnianBulgarianCatalanChineseCroatianCzechDanishDutchEnglishEstonianFinnishFrenchGalicianGermanGreekGujaratiHebrewHindiHungarianIndonesianItalianJapaneseKannadaKazakhKoreanLatvianLithuanianMalayMalayalamMarathiNorwegianPersianPolishPortuguesePunjabiRomanianRussianSerbianSlovakSlovenianSpanishSwahiliSwedishTagalogTamilTeluguThaiTurkishUkrainianUrduVietnameseWelsh

Related translation pages

swap_horizTranslate Swahili to Macedonianarrow_right_alttranslateMacedonian speech translationarrow_right_alttranslateSwahili speech translationarrow_right_altarrow_right_altMacedonian to Bulgarianarrow_right_altarrow_right_altMacedonian to Serbianarrow_right_alt

Frequently asked questions

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

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