bond005

bert_ner

Named entity recognizer based on BERT and CRF

bond005_lvcsr

There is a large vocabulary continuous speech recognition system which is meant for taking part in the Native Speech 2014 competition organized by Speech Technology Center.

deep_ner

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

impartial_text_cls

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

NNSys

Software for simulation and training of multilayer perceptrons

pisets

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

runne_contrastive_ner

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

seq2seq

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

vad

Various algorithms for voice activity detection

yandex-shifts-weather

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

bond005/deep_ner

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

bond005/pisets

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

bond005/vad

Various algorithms for voice activity detection

bond005/yandex-shifts-weather

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

bond005/seq2seq

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

bond005/impartial_text_cls

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

bond005/runne_contrastive_ner

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

bond005/bert_ner

Named entity recognizer based on BERT and CRF

bond005/factRuEval-2016

http://www.dialog-21.ru/evaluation/2016/letter/

bond005/rnnmorph

Морфологический анализатор на основе нейронных сетей и pymorphy2

bond005/ru_llm_instruct

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

bond005/sequence_classifier

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

bond005/speech_commands

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

bond005/wav2vec2-gpt-mt

Wav2Vec2-mGPT speech encoder-decoder with multitask learning

bond005/asr_cdp

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

bond005/conll2000_crf

CRF Chunker for CoNLL2000 task

bond005/constt

Constrastive learning for Wav2Vec2-based speech-to-text

bond005/irm_experiments

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

bond005/kenlm

KenLM: Faster and Smaller Language Model Queries

bond005/multitask_speech_model

bond005/natural_language_processing_course

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

bond005/neuro_tagger

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

bond005/nsu-ai

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

bond005/python-cnn

Simple convolution neural network in Python 3.x

bond005/self-adaptive-hierarchy

Experiments with self-adaptive hierarchical learning for text classification

bond005/snn

Tabular data processing based on self-normalizing neural networks

bond005/soroka

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

bond005/speech_cleaner

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

bond005/speechmonger

bond005/tabular_deep_learning

My experiments with deep neural networks for tabular data processing