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MARS5-TTS

Place
#176 of 223
Score
6.1
MARS5-TTS's website

The facts below are what the maker publishes about MARS5-TTS, checked and dated. Our editors have not written about it yet.

Plans and prices

From MARS5-TTS's own pricing page, checked 12 Oct 2026.

All about pricing
PlanPriceWhat it gives you
MARS5-TTSFreeEnglish speech model; AGPL-3.0; commercial licensing inquiries by email

The facts

Each one read from MARS5-TTS's own pages, with the date it was checked.

What it does

API access
The README directs users without the required hardware to use the CAMB.AI API and says they can contact [email protected] about extra test credits.checked 12 Oct 2026
Commercial use
Yeschecked 20 Sep 2026
Deployment
The project documents loading through torch.hub or Hugging Face and provides a Docker image and Dockerfile build instructions.checked 12 Oct 2026
Hardware limit
Local inference requires GPU capacity to store at least 750M plus 450M parameters and run inference with 750M active parameters.checked 12 Oct 2026
Inference modes
MARS5 supports shallow cloning without a reference transcript and deep cloning with one, which typically provides higher quality at the cost of slower inference.checked 12 Oct 2026
Known limitations
The project lists inference stability, speed, long-reference selection, and long-form generation among areas needing improvement or contribution.checked 12 Oct 2026
License
The English model is open-sourced under GNU AGPL 3.0, and the README says to email CAMB.AI about commercial inquiries or licensing the closed-source version.checked 12 Oct 2026
Local requirements
The quickstart lists Python 3.10 or later and Torch 2.0 or later, plus Torchaudio, Librosa, Vocos, Encodec, safetensors, and regex.checked 12 Oct 2026
Prosody controls
Punctuation and capitalization in the text can guide pauses and emphasis in generated speech.checked 12 Oct 2026
Purpose
MARS5 is CAMB.AI’s English text-to-speech speech model.checked 12 Oct 2026
Reference audio
The README recommends clean reference audio between 1 and 12 seconds and says around 6 seconds gives optimal results.checked 12 Oct 2026
Speech generation
The model can generate speech from text using a short audio reference, including prosodically challenging scenarios such as sports commentary and anime.checked 12 Oct 2026
Support
The repository invites questions and feedback through the CAMB.AI forum and Discord, and lists [email protected] for API credit inquiries.checked 12 Oct 2026
Technical design
MARS5 uses a two-stage autoregressive and non-autoregressive pipeline, with a multinomial diffusion component refining speech codes.checked 12 Oct 2026
Voice cloning
Speaker identity is specified with an audio reference, and supplying its transcript enables a slower deep-clone mode intended to improve cloning quality.checked 12 Oct 2026

Where it runs

Platforms
api,self_hostedchecked 20 Sep 2026

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