README

My notebooks from various activities. Some are from hackathons. It was not my goal to make everything perfect, but many use interesting technologies and libraries.

I have many pet-projects in notebooks and will add it here sometimes.

• OpenDataBattle(pytorch_tabnet) - from hack Open Data Battle, my first experience of TabNet
• NEUROHACK (wav2vec) - from hack NEUROHACK, 5th place. Distil wav2vec less than 300 mb model size
• gramma_corrector_T5.ipynb - Grammatical Error Correction with T5.
• VAD.ipynb - https://github.com/snakers4/silero-vad examples for my VAD exp.
• T5_FOR_QA_on_SQUAD.ipynb - This my project for a part of QA system. Full system has DPD + FAISS Retriever and T5 for extract answer from candidates.
• WAV2VEC_S2T.ipynb - Speech to text (russian)