Translate math-heavy papers
Project description
MathTranslate
English | 简体中文
This is a project to provide translation of scientific papers with heavy math symbols from any language to any language while keeping the math symbols unchanged. In most translation softwares you wouldn't be able to keep equations and it would annoy you. This project is based on the following two tools:
- mathpix: it provides an interface to convert text+equation images to latex code. Unfortunately, it is not totally free. The price can be seen at https://mathpix.com/pricing. In further developments, we will try our best to reduce the number of requests to save your money. (This project itself is 100% free and open-source!)
- google translate
The main work of this project is to translate LaTex files based on Google Translate of plain text, with mathpix combined we can finally translate pdf (or other formats) to pdf.
Here's an example of what you get finally.
Although it is currently a small project, we are aware that this project has received much more attention that we expected. We are planning more developments for better user experience.
Releases
Mar 22, 2023
Fixed several main bugs.
Mar 21, 2023
We add tencent translation option for users with IP in China mainland.
Mar 16, 2023
We are now supporting all operating systems! Now you can install simply by pip install --upgrade mathtranslate
.
Requirements
- A mathpix account. Unfortunately, it is not totally free. The current price is free for 100 screenshots (requires an educational email in registeration) and $5 per month for 5000 screenshots.
- Python3 and pip.
- texlive (or any other tool to generate pdf from tex). For Chinese you would need CJK package.
- (For users with IP address in China mainland): A tencent translation api account. After registering you can get secret ID and secret key at tencent console. Tencent Translate is the translation API with the highest free quota in our knowledge besides Google Translate, with a free quota of 5 million characters per month, and no fee will be deducted if there is no manual recharge (that is, there is no need to worry about misuse).
Installation
pip install --upgrade mathtranslate
Usage
- Download mathpix.
- (For tencent translation API users) Run
translate_tex --setkey
to store API ID and key. - Use mathpix to screenshot what you want to translate, copy the output latex code and save in a txt file. Mathpix currently recognizes continuous text (which can be one or more paragraphs). You can also screenshot and copy multiple separated texts and put them in the same txt file, we will automatically identify and merge the paragraphs separated by pictures or pages in the next step.
- Assume the filename you saved in the previous step is
main.txt
. Runtranslate_tex main.txt
. You will get a translated tex filemain.tex
and a corresponding pdf filemain.pdf
in casexelatex
is installed on your machine. - Since this project is small, sometimes you need to slightly change the final tex file for compilation.
- You can change default settings of translation languages and engine by command line argument
-engine
,-from
,-to
. For exmampletranslate_tex -engine tencent main.txt
. You can also change setting permanently bytranslate_tex --setdefault
. See more details bytranslate_tex --help
.
Examples
In the example directory, you can see main.txt
which is the mathpix output of a part of paper.pdf
. Run translate_tex main.txt
and you will get the main.tex
and main.pdf
. translated.png
is what you should expect to see in the main.pdf
.
Further developments
- Automatically extract images from pdf, process images in a batch and output a single translated pdf by one click!
- Reduce the number of mathpix requests by open-source techniques.
- A more user-friendly interface.
If you have any questions or have interests in making contributions, please contact me by susyustc@gmail.com or joining QQ group 288646946.
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