Experiments to build an instruct large language model for Russian language.

This is a complexity checker of samples in SFT datasets for LLM

The python library and service for automatic speech recognition and transcribing in Russian and English

This repository is devoted to my experiments with invariant risk minimization (IRM) for deep learning

Experiments with self-adaptive hierarchical learning for text classification

This repository devoted to a multimodal AI system for the AIJ contest "Strong AI"

This project is concerned with my participating in the RuNNE competition https://github.com/dialogue-evaluation/RuNNE

Wav2Vec2-mGPT speech encoder-decoder with multitask learning

Named entity recognizer based on ELMo or BERT as feature extractor and CRF as final classifier

Text classifier, based on the BERT and a Bayesian neural network, which can train on small labeled texts and doubt its decision.

Sequence classifier based on SRU (cf. https://arxiv.org/abs/1709.02755).

Constrastive learning for Wav2Vec2-based speech-to-text

Text tagger based on recurrent neural network. It can be used as NER, dependency parser, morphoanalyzer etc.

My experiments with deep neural networks for tabular data processing

Tabular data processing based on self-normalizing neural networks

The best solution of the Weather Prediction track in the Yandex Shifts challenge

LSTM-Seq2Seq on the bases of Keras with the simple ScikitLearn interface

This repository is devoted to my Natural Language Processing course in the Novosibirsk State University

Recognizer of speech commands and other sounds based on pre-trained MobileNet

Named entity recognizer based on BERT and CRF

Speech cleaner from complex noises based on SEDNN https://github.com/yongxuUSTC/sednn

Узнай, хорошо или плохо говорят о тебе или твоей фирме в Интернете! Наша "Сорока" с искусственным интеллектом принесёт тебе это на своём хвосте

Automatic voice commands recognition by the Vintsyuk algorithm based on dynamic programming and piecewise-constant model of speech signal.

Simple convolution neural network in Python 3.x

CRF Chunker for CoNLL2000 task