This repo will contain a list of useful resources for Mongolian NLP and also my own experiments mostly with PyTorch.

Datasets

• DATASET LJSpeech like male voice TTS dataset created from the Mongolian Bible
  • used in tugstugi/pytorch-dc-tts
  • use dl_and_preprop_dataset.py to download the audio files
• DATASET Eduge news classification dataset
  • used to train the Eduge.mn production news classifier
  • 75K news with 9 categories: урлаг соёл, эдийн засаг, эрүүл мэнд, хууль, улс төр, спорт, технологи, боловсрол and байгал орчин
• DATASET 11-11.mn government agency complaint dataset
  • 80K with 5 categories: санал хүсэлт, гомдол, шүүмжлэл, талархал and өргөдөл
• DATASET online news corpus
  • 700 million words

Mongolian TTS

• DEMO HMM TTS online demo of the Mongolian National University
  • 1x male and 2x female voices
• PYTORCH tugstugi/pytorch-dc-tts
  • DEMO Colab online demo
  • DATASET LJSpeech like male voice dataset created from the Mongolian Bible
• TF tugstugi/Tacotron-2 fork of Rayhane-mamah/Tacotron-2 adapted for the Mongolian Bible dataset
  • DEMO Colab online demo

Mongolian Speech Recognition

• PYTORCH tugstugi/mongolian-speech-recognition
  • single voice demo

Mongolian Script

• DEMO Cyrillic to Mongolian script converter demo of the Inner Mongolian university
• PYTORCH tugstugi/bichig2cyrillic Mongolian script to (and back) cyrillic converter
  • DEMO Cyrillic to Mongolian Colab online demo
• PYTORCH Mongolian script OCR to be released

Mongolian Text Classification

• TF sharavsambuu/mongolian-text-classification