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October 26, 2026

AmirHesamTech

Raspberry Pi, homelab, Linux and automation — projects and practical guides

Updated September 2026. This guide replaces several older text-to-speech guides on this site. Plans, limits and licences change often — always check the provider’s pricing and terms before you commit.

AI voice tools do three different jobs: turn text into speech, copy a specific voice, or turn speech back into text. Most beginners pick the wrong tool because they don’t separate those jobs first. This guide explains each one, shows which tools fit which job, and walks you through a first project you can finish in an afternoon.

The three kinds of AI voice tools

Type What it does Typical use Good starting tools
Text-to-speech (TTS) Reads written text aloud in a synthetic voice Voiceovers, audio versions of articles, explainer videos ElevenLabs, Google Cloud Text-to-Speech
Voice cloning Builds a model of one real person’s voice, then speaks new text in it Fixing a mistake in a recording without re-recording, consistent narration ElevenLabs (paid plans), Descript Overdub
Speech-to-text (STT) Transcribes spoken audio into text Captions, show notes, searchable transcripts Google Cloud Speech-to-Text, Descript, OpenAI Whisper

Decide which of the three you need before comparing brands. A tool that is excellent at one job is often average at the others.

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Text-to-speech: ElevenLabs

ElevenLabs is widely used for natural-sounding narration. Its free plan gives you a small monthly allowance of credits and access to the shared voice library — enough to try it on a short script, not enough for regular production. Commercial use and your own cloned voices start on the paid tiers.

Your first text-to-speech file:

  1. Create a free account and open Text to Speech.
  2. Paste a short script — start with 150–300 words, not a whole article.
  3. Pick a voice from the library and listen to a sample before generating.
  4. Generate, then listen all the way through. Note words it mispronounces.
  5. Fix those words by spelling them the way they sound, or by adding punctuation where you want a pause, then generate again.
  6. Download the audio (MP3 is fine for the web).

Tip: scripts written for reading rarely sound natural when spoken. Shorten long sentences and replace symbols and abbreviations (“e.g.”, “&”, “%”) with the words you want spoken.

Other text-to-speech tools — and what their free plans let you publish

The biggest trap with free voice tools isn’t sound quality — it’s the licence. Several popular free plans don’t allow you to publish the audio at all, including on YouTube.

Tool Free plan (at time of writing) Can you publish free-plan audio?
ElevenLabs Small monthly credit allowance Non-commercial use only, with attribution to ElevenLabs. Commercial use needs a paid plan.
Murf A short amount of voice generation to try the studio No — the free trial doesn’t include downloads or commercial rights.
NaturalReader Free personal reader for listening to documents No — the personal version is for private listening only. Public use, including YouTube, needs its commercial product.
Google Cloud Text-to-Speech A developer service with a monthly allowance of free characters that depends on the voice type; billing must be enabled Check Google Cloud’s terms for your use. It’s built for apps and automation rather than one-off voiceovers.

Rule of thumb: use free plans to choose a voice and test your script, then check the licence — and upgrade if needed — before publishing anything, especially monetized videos or client work.

What to look for in a text-to-speech tool

  • A licence that covers your use — personal, social media, monetized video or client work.
  • Natural voices in your language and accent. Test with your own script, not the demo sentence.
  • Pronunciation control for names, brands and technical terms.
  • Speed and pause control, so narration matches your visuals.
  • Export formats your editor accepts, such as MP3 or WAV.
  • Allowances that fit your volume — credits or characters per month, and what happens when you run out.

Voice cloning: what to know before you start

Voice cloning copies a real person’s voice. It’s useful for small corrections — replacing one wrong word in a podcast without re-recording — and for keeping narration consistent. It also carries real risks, so treat it differently from ordinary text-to-speech.

  • Only clone a voice you have permission to use. Your own, or someone who has agreed in writing. Cloning another person’s voice without consent can break platform rules and, in many places, the law.
  • It isn’t free. At the time of writing, ElevenLabs offers instant voice cloning from its entry paid plan, and Descript includes only a limited trial of its Overdub voice feature on free accounts.
  • Quality depends on your recording. A quiet room, one consistent microphone distance and no background music matter more than the tool.
  • Tell your audience. If a listener might reasonably assume a human recorded something, say that AI voice was used.

To record a clean sample: read a few minutes of ordinary text at your normal pace, in a quiet room with soft furnishings, with the microphone the same distance from your mouth throughout. Don’t whisper, shout or put on a “presenter” voice you won’t use later.

Speech-to-text: getting transcripts and captions

For transcription you have three realistic routes:

  • Descript — transcribes and lets you edit the audio or video by editing the text. Best if you also edit what you record. The free plan includes a small monthly amount of transcription.
  • Google Cloud Speech-to-Text — a developer service rather than an app. It includes a monthly free allowance of transcription minutes and is priced per minute after that. Choose it if you’re comfortable with a technical setup or plan to automate transcription.
  • OpenAI Whisper — an open-source model you can run yourself for free if you have a capable computer, or use through apps built on top of it.

For a full walkthrough of captioning videos, see our guide to transcribing videos with AI.

Which tool should you choose?

If you want to… Start with Why
Turn a blog post into an audio version ElevenLabs free plan Natural voices, no setup, enough credits to test
Edit a podcast or video and get captions Descript Transcription and editing in one place
Fix a single word in a recording Descript Overdub or ElevenLabs (paid) Both can speak new words in your own voice
Transcribe large volumes automatically Google Cloud Speech-to-Text or Whisper Built for automation and scale
Spend nothing at all Whisper on your own computer Free and private, but needs some technical setup

Making voiceovers for YouTube videos

  1. Write the script for listening. Short sentences, no symbols, and numbers written the way they should be spoken.
  2. Split it into sections — one per scene or slide. Short sections are easier to regenerate when you change a line.
  3. Generate and review each section, fixing pronunciation and pacing as you go.
  4. Export as WAV or MP3 and import the files into your video editor, such as CapCut or DaVinci Resolve.
  5. Match visuals to the narration, then add captions — many viewers watch with the sound off.
  6. Confirm your plan’s licence allows publishing, and monetization if your channel earns money.

YouTube’s rules on AI voices

  • Disclosure: YouTube asks creators to label realistic altered or synthetic content — for example, making a real person appear to say something they didn’t. Its help page says cloning your own voice for voiceovers or dubs doesn’t need disclosure. Read YouTube’s disclosure guidance for the full list.
  • Monetization: YouTube’s policies don’t allow monetizing “inauthentic” content — mass-produced, repetitive videos, including AI-generated content made from generic templates. An AI voice is fine; a channel of near-identical videos with no original insight is not.

A first project you can finish today

  1. Pick one existing article that people already read.
  2. Rewrite its introduction as a 60-second script for listening.
  3. Generate the audio with a free text-to-speech plan.
  4. Add the audio player to the top of the article with a clear label, for example “Listen to this article (AI narration)”.
  5. Check your analytics after a few weeks: do visitors who press play stay longer? If not, don’t expand the idea.

Starting with one small, measurable test tells you whether audio is worth your time before you build it into your workflow.

Common mistakes

  • Feeding in written copy unchanged. Headings, links and lists read badly aloud — adapt the text first.
  • Not listening to the whole file. Mispronounced names and odd pauses are easy to miss if you only check the start.
  • Relying on a free plan for real work. Free tiers are for testing. Check the commercial-use terms before publishing audio you earn money from.
  • Skipping human review of transcripts. Automatic transcripts struggle with names, jargon and overlapping speakers. Always proofread captions before publishing.

Frequently asked questions

Is AI text-to-speech free?

Most major tools have a free plan with a small monthly allowance. That’s enough to test voices and make occasional short clips. Regular or commercial use needs a paid plan, and each provider’s terms say what you may publish.

Can I use free text-to-speech voices on YouTube?

Often not. ElevenLabs’ free plan is non-commercial and requires attribution, Murf’s free trial doesn’t allow downloads, and NaturalReader’s personal version is for private listening only. Check the licence of the exact plan you’re on before publishing.

Do I have to tell YouTube I used an AI voice?

Not for an ordinary AI narration. YouTube asks for disclosure when realistic content could mislead viewers — such as making a real person appear to say something they didn’t. Cloning someone else’s voice falls into that category.

Can I clone someone else’s voice?

Only with their clear permission. Reputable platforms require you to confirm you have the right to the voice, and using someone’s voice without consent can be illegal.

How accurate is AI transcription?

With clear audio from one speaker it is usually very good. Accuracy drops with background noise, strong accents, technical terms and people talking over each other, so plan to proofread.

Will adding audio or transcripts help SEO?

A transcript gives search engines readable text about your audio or video, which can help that content be understood and found. Audio narration on its own doesn’t add text, so its main benefit is for visitors who prefer to listen.

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SDET and QA engineer. I build Raspberry Pi servers, a Proxmox homelab and automations, and share how on TikTok and Instagram (@techwithamirh3sam).

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