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What is confucius4-tts?

netease-youdao/confucius4-tts — explained in plain English

Analysis updated 2026-05-18

74Audience · researcherComplexity · 4/5LicenseSetup · hard

In one sentence

A NetEase Youdao text-to-speech system that clones a voice from a short sample and speaks it in any of 14 languages without an accent, code not yet released.

Mindmap

mindmap
  root((Confucius4-TTS))
    What it does
      Text to speech
      Cross lingual voice cloning
      Emotion transfer
      14 languages
    Tech stack
      Speech encoder
      Large language model
    Use cases
      Multilingual voice cloning
      Benchmark comparison
      Try online demo
    Status
      Code not yet released
      Demo available
      Apache 2.0 license

Code map

Detail Auto

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filefunction / class

What do people build with it?

USE CASE 1

Generate speech in a new language while keeping a specific speaker's original voice.

USE CASE 2

Compare cross-lingual TTS quality against other systems using the published benchmark tables.

USE CASE 3

Try the online demo to hear zero-shot voice cloning before code is released.

What is it built with?

Speech encoderLarge language model

How does it compare?

netease-youdao/confucius4-ttsalemem64/noxionitealpunlu12-commits/jarvis
Stars747474
LanguageTypeScript
Setup difficultyhardmoderate
Complexity4/53/51/5
Audienceresearchervibe codergeneral

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · hard Time to first run · 1day+

Source code and model weights are not yet released, only an online demo is currently available.

Apache 2.0 lets you use, modify, and distribute the project, including commercially, as long as you keep attribution notices.

So what is it?

Confucius4-TTS is a text-to-speech system from NetEase Youdao, a major Chinese technology company. It is designed to convert written text into spoken audio across 14 languages, including Chinese, English, Japanese, Korean, German, French, Spanish, Indonesian, Italian, Thai, Portuguese, Russian, Malay, and Vietnamese. The defining capability of the system is cross-lingual voice cloning without accent. Given a short audio sample of a specific speaker, the system can generate speech in a completely different language while preserving the original speaker's voice characteristics, without requiring any additional training or a transcript of the reference audio. For example, you could provide a few seconds of a Chinese speaker and have the system read English text in that person's voice, sounding natural rather than accented. The system also transfers emotional qualities from the reference audio, not just vocal tone. The architecture combines a speech encoder with a large language model, following a pattern that has become common in recent AI speech research. Performance is documented in the README through benchmark tables comparing Confucius4-TTS against other systems including F5-TTS, CosyVoice, Spark-TTS, and ElevenLabs across multiple test sets. The metrics used are word error rate (how accurately the generated speech matches the intended words) and speaker similarity (how closely the voice matches the reference speaker). Results vary by language pair and benchmark. As of the repository's last update, the source code and model weights have not yet been published. The README states they are under preparation. An online demo is available at the project's website where users can try the system without setting anything up locally. The project is published under the Apache 2.0 license.

Copy-paste prompts

Prompt 1
Explain what cross-lingual zero-shot voice cloning means and why it's harder than same-language TTS.
Prompt 2
Summarize how Confucius4-TTS compares to CosyVoice3 and F5-TTS on word error rate and speaker similarity.
Prompt 3
What does it mean for a speech model to combine a speech encoder with a large language model?
Prompt 4
What should I check before relying on a research repo whose code and weights aren't released yet?

Frequently asked questions

What is confucius4-tts?

A NetEase Youdao text-to-speech system that clones a voice from a short sample and speaks it in any of 14 languages without an accent, code not yet released.

What license does confucius4-tts use?

Apache 2.0 lets you use, modify, and distribute the project, including commercially, as long as you keep attribution notices.

How hard is confucius4-tts to set up?

Setup difficulty is rated hard, with roughly 1day+ to a first successful run.

Who is confucius4-tts for?

Mainly researcher.

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