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 TabNetNEUROHACK (wav2vec)
- from hack NEUROHACK, 5th place. Distil wav2vec less than 300 mb model sizegramma_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)