SpaceDudem/text-humanizer
text-humanizer is an open-source project designed to convert text generated by AI to its "humanized" version. Bypasses the most of AI detectors such as Turnitin or GPTZero
What it solves
It addresses the issue of AI-generated text being easily detectable by AI-detectors. It transforms AI-written content into text that feels more natural and human-like while preserving the original meaning.
How it works
The project uses a multi-stage rewriting pipeline to break original AI patterns:
- LLM Rewrite: DeepSeek rewrites the text and translates it into Chinese as an intermediate step to vary the structure.
- Google Translation: The text is translated into Turkish to introduce syntactic distortion.
- DeepL Translation (Optional): The text is translated into Japanese for further linguistic diversity.
- Final Reconstruction: DeepSeek translates the text back into the original language, cleaning up translation artifacts and restoring readability.
Who it’s for
Users who want to make AI-generated content less detectable and more stylistically diverse across eight different languages (English, Japanese, Chinese, Korean, German, French, Spanish, and Turkish).
Highlights
- Bypasses most AI detectors
- Supports 8 different languages
- Uses a combination of LLMs (DeepSeek) and translation services (Google, DeepL)
- Fully open-source and free
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