Real-Time Voice Cloning
Real-Time Voice Cloning is free software that builds a digital voice representation from a short audio sample and generates speech from arbitrary text.
What Real-Time Voice Cloning is
Real-Time Voice Cloning is free software that builds a digital voice representation from a short audio sample and generates speech from arbitrary text. Its SV2TTS framework has three stages: GE2E for the encoder, Tacotron for the synthesizer, and WaveRNN for the vocoder. The project describes the vocoder as working in real time and says a voice can be cloned in five seconds. It supports Windows and Linux, with a graphical toolbox and a command-line demo, and provides separate run commands for NVIDIA GPU and CPU use. Pretrained models download automatically, and the toolbox can use personal audio files or recordings without downloading a dataset. ffmpeg is required to read audio files. The software uses the MIT License, which permits commercial use subject to the license conditions. The maintainer warns that the repository has aged and that many SaaS apps provide better audio quality. For setup failures, the project directs users to open an issue. GitHub reports that the project has no security policy file and no published security advisories.
Good
- Free and MIT-licensed, including commercial use.
- Runs on Windows and Linux.
- Includes a graphical toolbox and command-line demo.
- Can use personal audio without downloading a dataset.
- Provides CPU and NVIDIA GPU run options.
Watch out
- ffmpeg is required to read audio.
- The maintainer warns that newer SaaS apps may have better audio quality.
- No security policy file or published advisories.
Who it suits
This project may suit people who want to run voice cloning locally on Windows or Linux and can work with a graphical toolbox or command line. It supports CPU and NVIDIA GPU run options.
Verdict
Real-Time Voice Cloning offers local voice cloning and speech generation with downloadable pretrained models. The maintainer’s audio-quality warning is an important limitation to weigh before using it.
Plans and prices
From Real-Time Voice Cloning's own pricing page, checked 8 Oct 2026.
| Plan | Price | What it gives you |
|---|---|---|
| MIT-licensed software | Free | Run locally with Python · Windows and Linux supported · README says audio quality may be lower than newer SaaS apps |
The facts
Each one read from Real-Time Voice Cloning's own pages, with the date it was checked.
What it does
- Audio dependency
- The README says ffmpeg is necessary for reading audio files.checked 8 Oct 2026
- Desktop use
- The README says Windows and Linux are supported and provides both a graphical toolbox and command-line demo.checked 8 Oct 2026
- Hardware options
- The README provides separate run commands for NVIDIA GPU and CPU use.checked 8 Oct 2026
- Implemented models
- The repository lists GE2E for the encoder, Tacotron for the synthesizer, and WaveRNN for the vocoder.checked 8 Oct 2026
- License
- The repository uses the MIT License, which permits use, copying, modification, distribution, sublicensing, and sale subject to its stated conditions.checked 8 Oct 2026
- Models and data
- Pretrained models download automatically, and the toolbox can use the user's own audio files or recordings without downloading a dataset.checked 8 Oct 2026
- Model stages
- The README describes SV2TTS as a three-stage framework for voice representation and speech generation.checked 8 Oct 2026
- Quality limitation
- The maintainer warns that the repository has quickly become old and that many SaaS apps provide better audio quality.checked 8 Oct 2026
- Real-time generation
- The project describes its vocoder as working in real time and says it can clone a voice in five seconds.checked 8 Oct 2026
- Security
- GitHub reports that the project has no security policy file and no published security advisories.checked 8 Oct 2026
- Support route
- The README directs users to open an issue if setup fails.checked 8 Oct 2026
- What it does
- The repository implements a system that creates a digital voice representation from a few seconds of audio and uses it to generate speech from arbitrary text.checked 8 Oct 2026
The company
- Founded
- 2019checked 28 Sep 2026
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