Indic Trans

Indic Trans

Translates English text into Indic languages in a Gradio page, built with inference code, an API folder and a punctuation restoring model. For writers, students and developers.

Made by hussain-shk on Hugging Face. These notes are Mindket's, written from its Space page and README; the app's own files and license are on Hugging Face.

About

What it is: Indic Trans is a Gradio app for English to Indic translation, going by the Space's address. The only model the record names restores punctuation, by its name. The repository has folders for an API, inference code, model settings and scripts, plus a legacy folder.

Who it suits: It suits writers, students and teams who need English text in an Indic language, and developers who want to read how a translation service is organized. The record does not list the supported languages, so check the page.

Industry | Who uses it | How they use it | Example
Content | Writers and editors | Get a first translation of English text | Paste a short paragraph and read the output
Education | Language students | Compare English text with a machine translation | Translate a sentence and check it against a textbook
Software | Python developers | Read how inference, an API and model settings fit together | Browse the inference and api folders

You can skip it if you need translation into English, or a polished final text with no review.

Where to use it:

• A web browser, on the Space's page on Hugging Face
• Windows, macOS or Linux with Python, from a downloaded copy

Use case | Who | What they get back
Translate English text | Writers and students | A machine translation in an Indic language
Study the layout | Developers | Folders for API, inference, configs and scripts

How to set it up:

• Nothing at all if you use the online Space
• Python on your computer, only if you run a copy
• The packages listed in requirements.txt

1. Open the Space's page in a browser to use it with nothing to install.
2. To run a copy, install the Hugging Face Hub package and download the Space.
3. Move into the new folder, then install Gradio and the listed requirements.
4. Start the app with Python.

pip install -U huggingface_hub
hf download hussain-shk/english-to-indic-translation --repo-type space --local-dir english-to-indic-translation
cd english-to-indic-translation
pip install gradio
pip install -r requirements.txt
python app.py

How to use it: Online, open the Space and use the controls on its page. On your own machine, run the main file from the Space folder, then use the page it serves. The record does not list the controls or the languages, so look at the page.

python app.py

Example: You open the Space and enter a short English sentence. The app returns a translation into an Indic language. The record gives no sample, so the exact language choices depend on the page.

For newcomers and experts: Machine translation gives a quick draft, not a final text. Start by opening the Space and translating one short sentence you can check yourself.

If you know the field, the repository is split into an API, inference code and model settings, which suggests more than a bare demo. The one named model restores punctuation, which may be a step before translating. The record gives no quality figures.

You enter English text
Punctuation may be restored first
The translation model processes the text
The page shows the Indic output

Good to know:

• License: MIT, as listed on the Space
• Cost to run: none named
• Data it reaches: the text you enter and the model it names
• Not for: the record names no exclusions, and it gives no quality figures

On Hugging Face, 13 November 2026

• Likes: 0
• Built with: gradio
• License: mit

Links

• Space: https://huggingface.co/spaces/hussain-shk/english-to-indic-translation
• Files: https://huggingface.co/spaces/hussain-shk/english-to-indic-translation/tree/main

Try it

Open the Space in your browser, or copy it to your own Hugging Face account from its page. Nothing in this kit runs by itself.