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SoftVC VITS Singing Voice Conversion

SoftVC VITS Singing Voice Conversion

View on GitHub Official site
Text To Speech AGPL-3.0 Hard setup 28,149 stars

Overview

Description

Transform any singing voice into another voice while preserving natural pitch, intonation, and expression β€” no original singer needed. This open-source tool lets creators generate custom vocal performances entirely offline on their own hardware, keeping all data private. The bottom line: anyone with a computer and a voice dataset can create a personalized singing voice model.

Technical scorecard

License

AGPL-3.0

Commercial use

Yes

OpenAI-compatible API

No

REST API

No

Fine-tuning support

Yes

Quantization support

No

Docker available

No

GUI / no-code available

No

Telemetry

None

Offline after setup

Yes

Data & Privacy

Does it send data online?

After setup, this listing is marked as usable offline. Confirm network behavior against the upstream project before regulated deployment.

Does it store history?

Not verified in this directory yet. Review the upstream docs for persistence, logs, and workspace storage.

License checks?

Commercial use is marked as allowed or likely allowed by the listed license.

Telemetry?

None

Last verified: Jul 22, 2026. Maintainer verification should be treated as directory guidance, not legal advice.

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Setup & Installation

Hard

A developer can usually get this running with standard docs.

# Start with the official project repository
# https://github.com/svc-develop-team/so-vits-svc

Hardware Requirements

Hardware tagsGPU (NVIDIA), CPU
LanguagesPython

Works Well With