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index-tts

An industrial-level zero-shot text-to-speech system with cross-lingual and emotion control.

Zero-Shot Voice Cloning & TTS

Clone voices from a single reference clip with fine-grained emotion and pronunciation control.

Free forever · source-available · Licence not stated in the repository
✓ Light setup✓ Browser-based✓ Real-time collaboration
7.4
ZEKAI
Powerful zero-shot voice cloning
Free & open source · Therapists
Ease of setup4
Usefulness7
Maintenance9.5
Community9.2
★ 24,581
GITHUB
Sep 2026
UPDATED
Licence not stated in the repository
LICENSE
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⚡ Quick answer

IndexTTS is a zero-shot text-to-speech system that clones voices from single audio clips. It supports multilingual synthesis, fine-grained emotion control, and pronunciation adjustments using phonemes.

Runs on
Cross-platform
Hosting
Self-host
Languages
Python
License
Licence not stated in the repository

What it is

The system generates expressive speech across Chinese, English, Japanese, Spanish, and Arabic using reference audio clips. It offers precise speaking speed scaling, duration factors, and timbre-emotion disentanglement capabilities.

Who it's for

It suits technical professionals and developers building custom text-to-speech pipelines. It does not suit non-technical users who require simple click-and-run desktop audio applications.

Key features

Zero-Shot Voice Cloning

Clones voices instantly from a single reference audio clip.

Multilingual Support

Synthesizes speech in Chinese, English, Japanese, Spanish, and Arabic.

Pronunciation Control

Manages output using Chinese Pinyin, English CMU phonemes, and Japanese Kana.

Speaking Speed Scaling

Adjusts output pacing via duration factors ranging from 0.5x to 2.0x.

How to start

Up and running in 3 steps

1
Clone the repository and install the uv dependency manager
2
Download model weights from HuggingFace or ModelScope into checkpoints directories
3
Run the WebUI script or integrate the Python API into your application workflow
Real talk

Our honest verdict

What's great

  • Clones voices from a single short reference audio clip
  • Supports fine-grained emotion and speaking speed controls
  • Handles multiple languages including English, Spanish, and Arabic
  • Allows production deployment via vLLM recipes

Where it falls short

  • Requires managing Python environments and dependencies via uv
  • Demands compatible NVIDIA GPUs with CUDA Toolkit 12.8 or newer
  • May require manual configuration for optimal half-precision or DeepSpeed settings
Cost

Pricing & license

The software is open source, and the only cost is running it yourself on your own hardware resources.

Paid work

Open remote AI-training roles

870 open remote AI-training roles, updated November 14, 2026; most pay $20–$170 an hour. Zekai lists them free; the application goes to the employer’s platform.

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Questions

FAQ

What languages does IndexTTS support?

IndexTTS-2.5 supports Chinese, English, Japanese, Spanish, and Arabic.

How do I control pronunciation?

You can control pronunciation using Chinese Pinyin, English CMU phonemes, and Japanese Kana.

Can I deploy this for production?

Yes, production deployment is supported via vLLM integration recipes.

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