bond005/wav2vec2-gpt-mt

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Created over 1 year ago
Updated over 1 year ago

bond005/wav2vec2-gpt-mt

bond005

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Wav2Vec2-mGPT speech encoder-decoder with multitask learning

deep_ner

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

pisets

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

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.

speech_commands

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