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GPT-SoVITS
GPT-SoVITS is a voice conversion and text-to-speech web interface that performs zero-shot and few-shot voice cloning using short audio samples.
GPT-SoVITS provides a web interface for voice conversion and text-to-speech synthesis. Users perform zero-shot conversion using 5-second samples or fine-tune models with 1 minute of audio data. The software supports multiple languages including English, Japanese, Korean, Chinese, and Cantonese. Integrated tools handle tasks such as voice accompaniment separation, automatic segmentation, and multilingual automatic speech recognition. It is designed for users needing custom voice models and runs on Windows, macOS, Linux, and Docker containers.
GPT-SoVITS at a glance
- Best for: Social media creator, Writer
- Runs on: Windows, macOS, Linux, Docker
- Pricing: Free
- Released: January 2024
- Category: AI audio tool
- Website: github.com/RVC-Boss/GPT-SoVITS
Key features
- Zero-shot text-to-speech conversion
- Few-shot model fine-tuning
- Multilingual inference support
- Automatic training set segmentation
- Voice accompaniment separation
- Multilingual ASR integration
- Text labeling tools
Use it for
- Generating text-to-speech from short voice samples
- Fine-tuning custom voice models
- Separating vocals from background audio
- Transcribing audio data for training
Alternatives to GPT-SoVITS
- Voicebox — Perform voice cloning and generation entirely on local hardware.
- MOSS-TTS — Delivers zero-shot voice cloning and fine-grained pronunciation control.
- VoxCPM — Provides tokenizer-free multilingual speech with controllable voice creativity.
- IndexTTS — Supports zero-shot voice cloning with multi-language emotion and speed control.
- Fish Audio — Provides studio-grade voice cloning and text-to-speech with emotion control.
- MisoTTS — Generates high-quality conversational speech using an RVQ Transformer architecture.
- Applio — Runs locally with open-source code and no telemetry.
- VoiceStudioV2 — Runs 100% locally on your hardware with no subscriptions or cloud APIs required.
- Bert-VITS2 — Combines the VITS2 backbone with multilingual BERT for text-to-speech generation.
- VoiceStudio — Runs locally on your machine with no account, cloud connection, or API keys required.
- Respeecher — Engineered for professional production workflows with ethical standards.
- VocaScript — Transcribes audio and video directly in your browser with speaker detection.
All GPT-SoVITS alternatives