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multilingual-translations

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A subtitle generator for videos up to 10GB, automatically transcribing and translating spoken content into Brazilian Portuguese. Ideal for multilingual content, this tool creates accurate `.srt` files for seamless integration with video players.

  • Updated Apr 1, 2025
  • Python

Can different languages reveal the same underlying meaning space? This tool visualizes how words align across languages as they interact in a dynamic system. Inspired by the Platonic idea of ideal forms, it explores whether universal semantics emerge from linguistic diversity when viewed through the lens of energy and structure. (WIP)

  • Updated Jun 22, 2025
  • Python

This Project is based on multilingual Translation by using the Transformer with an encoder-decoder architecture along with the multi-head self-attention layers with the positional encoding and embedding for better result and accuracy. Overall, this model converts the English to French language using various Techniques of NLP and DL.

  • Updated Apr 27, 2024
  • Jupyter Notebook

This repository contains a Python script that uses a pre-trained NBART (Neural Bidirectional AutoRegressive Transformer) model to perform multi-lingual translation tasks between several languages. The model was trained on multiple language pairs using data parallelism, allowing it to learn representations across all languages simultaneously.

  • Updated Mar 8, 2024
  • Jupyter Notebook

An end-to-end subtitling pipeline (SubPipe). Extracts audio, performs accurate transcription with Whisper (Large-v3), and auto-translates to 100+ languages using Meta NLLB-200. Features soft/burned subtitles and requires a GPU.

  • Updated Nov 27, 2025
  • Python

A standardized, best-practice, and bilingual curriculum template for Data Analysis projects. Focuses on mastering core Python libraries (Pandas, NumPy) and the **CRISP-DM** methodology, covering essential steps from Data Assessment to advanced Data Cleaning and Integration. **Content is structured for both Turkish and English learners.*

  • Updated Oct 6, 2025
  • Jupyter Notebook

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