bond005/pisets

Stars
32
Rank 799,298 (Top 16 %)
Language
Python
License
Apache License 2.0
Created over 1 year ago
Updated 3 months ago

bond005/pisets

bond005

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

deep_ner

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

vad

Various algorithms for voice activity detection

yandex-shifts-weather

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

Jupyter Notebook

seq2seq

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

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.

runne_contrastive_ner

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

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.

bert_ner

Named entity recognizer based on BERT and CRF

NNSys

Software for simulation and training of multilayer perceptrons

sequence_classifier

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

python-logreg

Logistic regression with fitting by means of maximum likelihood estimation

ru_llm_instruct

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

wav2vec2-gpt-mt

Wav2Vec2-mGPT speech encoder-decoder with multitask learning

speech_commands

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