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Aratako / T5Gemma-TTS

Multilingual TTS model with voice cloning and duration control, based on T5Gemma encoder-decoder LLM

Why this job: says: voice cloning, tts; topics: text-to-speech, tts, voice-cloning, speech-synthesis

Architecture

What it does

  • Multilingual TTS. Supports English, Chinese, and Japanese
  • Voice Cloning. Zero-shot voice cloning from reference audio
  • Duration Control. Explicit control over generated audio length (auto-estimation when not specified)
  • Batch Generation. Generate multiple audio variations in parallel from the same input (Gradio UI)
  • Flexible Training. Full training, fine-tuning, and LoRA fine-tuning support

Get started

git clone https://github.com/Aratako/T5Gemma-TTS.git
cd T5Gemma-TTS
pip install -r requirements.txt
Maintenance
Active
Last commit 5 days ago
Stars
313
On GitHub
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
None yet
No releases
Built with
Python
100% of the code

Is it looked after?

Contributors
1
Last 90 days
Issues
40% closed
3 still open
Pull requests
0 merged
1 waiting
Releases
None
Never published
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Python 100%
  • Dockerfile <1%

Topics

  • encoder-decoder
  • llm
  • python
  • pytorch
  • speech-synthesis
  • text-to-speech
  • transformers
  • tts
  • voice-cloning

Project record

  • JobSpeech and audio
  • StatusListed
  • Commits23
  • Forks29
  • Watching6
  • Stars in 28 days+1
  • CreatedDec 13, 2025
  • First seen by usNov 7, 2026
  • CheckedNov 7, 2026

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