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asr_cdp

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

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.

conll2000_crf

CRF Chunker for CoNLL2000 task

constt

Constrastive learning for Wav2Vec2-based speech-to-text

deep_ner

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

factrueval-2016

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

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.

kenlm

KenLM: Faster and Smaller Language Model Queries

multitask_speech_model

natural_language_processing_course

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

neuro_tagger

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

nnsys

Software for simulation and training of multilayer perceptrons

nsu-ai

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

pisets

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

py-webrtcvad

Python interface to the WebRTC Voice Activity Detector

python-cnn

Simple convolution neural network in Python 3.x

python-logreg

Logistic regression with fitting by means of maximum likelihood estimation

rnnmorph

Морфологический анализатор на основе нейронных сетей и pymorphy2

ru_llm_instruct

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

runne_contrastive_ner

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

self-adaptive-hierarchy

Experiments with self-adaptive hierarchical learning for text classification

seq2seq

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

sequence_classifier

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

siteclassificator

Group sites by given types.

snn

Tabular data processing based on self-normalizing neural networks

soroka

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

speech_cleaner

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

speech_commands

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

speechmonger