Generate speech from text with Zonos2, an open-weight mixture-of-experts model.
VoiceCraft
VoiceCraft supports zero-shot speech editing and text-to-speech generation.

About VoiceCraft
VoiceCraft is a GitHub repository for zero-shot speech editing and text-to-speech (TTS) generation. According to the project README, it is a token infilling neural codec language model. The README states that it performs well on speech editing and zero-shot TTS using in-the-wild data such as audiobooks, internet videos, and podcasts. To clone or edit a voice it has not been trained on, it needs only a few seconds of reference audio.
The project can be run in several ways: in Google Colab, with Docker, from a local installation, or as a standalone command-line script. The Gradio interface is also available on Hugging Face Spaces. Model weights are published on Hugging Face. The README notes a length limit for one fine-tuned TTS model: the combined prompt and generation length must be 16 seconds or less. Training and fine-tuning are described in the README, but the project lists better guidance on these as a to-do item.
Key features
- Speech editing through token infilling with a neural codec language model
- Zero-shot text-to-speech from a few seconds of reference audio
- Pretrained TTS models in 330M and 830M parameter sizes
- Gradio web interface runnable locally, in Colab, or on Hugging Face Spaces
- Command-line scripts for TTS and speech editing with adjustable inputs and settings
- Docker setup tested on Linux and Windows
- Several run options, including Google Colab, Docker, local installation, and standalone scripts
- Requires only a few seconds of reference audio to clone or edit an unseen voice
- The README describes state-of-the-art results on in-the-wild audio, including audiobooks, internet videos, and podcasts
- For the fine-tuned giga330M TTS model, the combined prompt and generation length must not exceed 16 seconds
- Docker setup on Linux requires the NVIDIA container toolkit
- The README lists better guidance on training and fine-tuning as a to-do item
VoiceCraft at a glance
- Category
- AI & Machine Learning › AI Speech Synthesis
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Open source
- Not stated
- Language
- English
- Last checked
- Oct 6, 2026 · Online when checked
- Listed
- Oct 5, 2026
VoiceCraft alternatives
Tools and sites you could use instead, ranked by how closely they match.
OpenAI.fm offers an interactive developer demo for the text to speech model in OpenAI’s API.
TTS Online converts text into speech with more than 100 voices in 27 languages and MP3 downloads.
Voice.ai provides AI voice agents, a voice changer and text-to-speech tools, with APIs and SDKs for scalable speech applications.
Balabolka offers freeware text to speech software for converting written text into spoken audio.
Voice Dream Reader uses text-to-speech to read PDFs, web pages, and books aloud.
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VoiceCraft FAQ
How much reference audio is needed to clone a voice?
Is there a length limit for generated speech?
Can I try VoiceCraft without installing anything?
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