How to Make a Multilingual Podcast with AI

By Eitan Elnekave, Founder, MakePodcastAugust 9, 202612 min read

A podcast microphone centred inside a circle of speech bubbles, representing one voice going out to listeners in many languages

There are two ways to put a podcast out in more than one language, and picking the wrong one costs you weeks. You can dub what you already recorded, which means transcribing, translating, and re-voicing an existing track. Or you can generate each language from the script, which means the translation happens before anything is spoken, so nothing needs to be re-timed. If your show is already recorded, you dub. If you are producing new content, generating is faster, cheaper, and sounds better, because the voice was never fighting a timeline built for English.

Below is how each route works, which languages to start with, and the sizing problem that catches everyone the first time: your script does not stay the same length when it changes language.

TL;DR:

What counts as a multilingual podcast?

A multilingual podcast is one show published in more than one language, where each language version is a separate audio or video track built from the same underlying script. That is different from a bilingual show where hosts switch languages mid-conversation, and different from adding subtitles. Subtitles are a reading experience. A language version is a listening one.

Three formats exist in practice, and they are not interchangeable:

  1. Separate feeds. Each language gets its own RSS show, its own artwork, its own subscribers. Cleanest for audio, most work to maintain.
  2. Multi-track on one video. One YouTube video carries several audio tracks and the viewer's language is chosen automatically. YouTube supports up to six uploaded tracks per video.
  3. Separate clips per language. Each language version is its own short video, posted to that market's account or targeted at that audience. This is the short-form route and the one most creators can actually sustain.

Is a multilingual podcast worth the extra work?

The single best public number on this comes from YouTube. When it rolled multi-language audio out to every creator in September 2025, it reported that creators who uploaded multi-language audio tracks saw over 25% of their watch time come from views in the video's non-primary language. Jamie Oliver's channel tripled its views after adding them.

"Within moments a fan in Korea, a fan in Brazil, and a fan in India can all watch it in their native language," YouTube wrote in the announcement.

A quarter of your watch time for content you already made is a better return than almost any other lever available to a small channel. The audio side is moving the same direction: Spotify piloted AI Voice Translation in 2023, translating shows from Lex Fridman, Dax Shepard, Bill Simmons, and Steven Bartlett into Spanish, French, and German while keeping the host's own voice (Spotify Newsroom).

The honest caveat: a second language adds a second audience to serve, not just a second file to upload. Comments arrive in that language. So do questions. Decide up front whether you will answer them.

Should you dub your podcast or generate each language from the script?

Dub when the recording already exists and cannot be remade. Generate when you are producing new content, because generating skips the entire re-timing problem that makes dubbing expensive.

Dubbing an existing recordingGenerating from the script
Starting pointFinished audio or videoA written script
StepsTranscribe, translate, re-voice, re-syncTranslate the script, generate
Timing riskHigh, the translation must fit the original timelineNone, the new track sets its own timing
Lip-sync on videoVisibly off unless the tool re-renders the mouthMatches, the host is generated per language
Works for back catalogYesNo
Best forLong-form archives, interviews with real guestsNew content, short-form clips, faceless shows

The reason this fork matters more than it looks: dubbing inherits a timeline. Your Spanish translation runs a quarter longer than the English it replaces, but the video is the same length, so something gives. Either the voice speeds up until it sounds rushed, or the translation gets compressed until it sounds clipped. Generating avoids the trade entirely, because the Spanish version is simply a Spanish clip.

How do you translate a podcast into another language?

If dubbing is the right route, the workflow has four stages and each one needs a human pass at the end.

  1. Transcribe. Whisper-based tools produce a workable transcript from your audio in minutes. Fix proper nouns by hand; that is where machine transcription reliably fails.
  2. Translate the transcript, not the audio. Translate as a document so you can see and edit the result. Any tool that goes straight from audio to dubbed audio hides the step where mistakes are cheapest to catch.
  3. Localize, do not just translate. Idioms, currency, examples, and references to local platforms need replacing rather than converting. This is the step that separates a show that sounds native from one that sounds imported.
  4. Re-voice. Either a stock voice in the target language or a clone of your own. Cloning is what keeps a personal-brand show recognizable across languages; how to set one up is covered in using an AI voice for your podcast.

Have a native speaker listen to the first three outputs end to end before you publish anything. Machine translation of spoken language fails in specific, predictable places: humor, sarcasm, and anything where tone carries the meaning.

How do you generate a podcast in multiple languages from one script?

Write the script once, translate the text, then generate one clip per language. There is no recording to re-time and no dub to sync, so the marginal cost of language number four is the same as language number two.

The loop we run:

  1. Write one beat in your strongest language. One idea per clip. The full prompt workflow is in how to write a podcast script with AI, and our free podcast script generator will draft one from any idea or article without a signup.
  2. Translate and localize the text. An LLM handles the translation; a native speaker handles the check. Ask for a spoken-language translation, not a literary one, or you get sentences nobody says out loud.
  3. Trim to the target word budget. See the table in the next section. This is the step people skip.
  4. Generate a clip per language. On MakePodcast that means the same host, the same branding, and a voice in any of 70+ languages, from the same script.
  5. Post to the right account. A Spanish clip on an English-language account underperforms. Either a separate account per market, or a multi-track upload on YouTube.

Keeping the host constant across languages is the part worth protecting. Recognition is what turns a viewer into a follower, and a face that stays the same while the language changes is a strong signal that this is one show, not four. That constant is easy when the host is generated and effectively impossible when it is a person who does not speak Portuguese.

Why does your 90-second clip run long in Spanish?

Because translated text changes length. Spanish, Portuguese, and Hindi run roughly 15% to 30% longer than the English they came from; German can reach 35% longer; Japanese and Korean go the other way and contract (Andiamo). Write your English master at full length and the Spanish version overruns the clip.

We budget speech at about 2.5 words per second, which is why our clip scripts cap at 225 words for 90 seconds. Working backward from that cap gives a master-script budget per language:

Target languageTypical length change from EnglishEnglish master for a 90s clip
Spanish+15% to +30%~180 words
Portuguese+15% to +30%~180 words
Hindi+15% to +35%~180 words
German+10% to +35%~185 words
Arabic+20% to +25%~185 words
French+15% to +20%~190 words
Italian+10% to +25%~190 words
Japanesecontracts, up to -55%225 words, the full cap
Koreancontracts, -10% to -15%225 words, the full cap

Two caveats so you use this correctly. These are text-length factors, and spoken duration also depends on speaking rate, which differs by language: Spanish is spoken at a higher syllable rate than English, so it recovers some of the extra length. And short strings expand far more than long ones, so a 30-second script needs more headroom than a 90-second one. Treat the table as a starting budget, then listen to the first render and adjust.

The practical shortcut: if you are publishing in a European language alongside English, write the English at about 180 words and every version fits without anyone speeding up.

Which languages should you publish in first?

Pick by where your audience already is, then by market size, and cap it at two extra languages until the workflow is boring. The instinct to launch in eight languages at once is the most common way this project dies.

Three ways to choose, in order of reliability:

Then hold the cadence. A second language you publish weekly compounds. A sixth language you posted twice in March is a dead account that makes your brand look abandoned.

What does a multilingual podcast cost with AI?

Close to nothing extra per language, which is the actual change here. Translation through an LLM costs cents per script. A stock voice in a new language is included in the text-to-speech plans that start in the region of a few dollars a month, and generating a video clip costs the same regardless of which language it is in. On MakePodcast the first clip is $1 and plans start at $29 a month, with the same 70+ languages available on every plan.

The real cost is human review. Budget a native speaker for the first few clips in each language, and a spot check after that. The full cost picture across every route to an AI podcast is in the pillar guide on how to make a podcast with AI.

FAQ

Can AI translate a podcast into another language?

Yes. The standard workflow transcribes the audio, translates the transcript, and re-voices it with a synthetic voice, optionally a clone of the original host. Spotify piloted exactly this in 2023 with Lex Fridman and Steven Bartlett in Spanish, French, and German. Accuracy is good and the failure cases are predictable: humor, idioms, and proper nouns.

Should a multilingual podcast use one feed or separate feeds?

Separate feeds for audio, one video with multiple audio tracks for YouTube. Mixing languages in a single RSS feed gives every subscriber episodes they cannot understand, which drives unsubscribes faster than the new language grows the audience.

Will an AI-translated podcast sound natural?

The voice will. The script is where it breaks. Machine translation produces written-language sentences that nobody says out loud, so ask for a conversational translation and read the result aloud before generating. One native-speaker pass on the first few clips catches almost everything.

Do I have to disclose that a podcast was translated with AI?

If the translated voice imitates a real person, including a clone of your own, assume yes. YouTube's synthetic content policy requires disclosure for synthetically generated voices, and the EU AI Act's transparency obligations started applying on 2 August 2026. The rules and what they cover are laid out in our guide to AI voice for podcasts.

How many languages should a podcast publish in?

Two extra at most until the process runs itself. Every language adds an audience to serve, not just a file to upload. Add the third only after the second has held a weekly cadence for a month.

Does a translated version of a video hurt the original's reach?

No. On YouTube the extra audio track lives on the same video, so views accumulate to one URL rather than splitting across duplicates. That is why the multi-language format outperforms re-uploading the same video per language.


If your show lives in short-form feeds, make your first clip for $1 and generate the same script in a second language before you commit to a translation workflow.

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