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Yaroslav Pikaliov's Projects

abivirnet icon abivirnet

Attention Bidirectional Video Recurrent Net

ac-blstm icon ac-blstm

Asymmetric Convolutional Bidirectional LSTM Networks for Text Classification

albumentations icon albumentations

fast image augmentation library and easy to use wrapper around other libraries

alex-asr icon alex-asr

Online decoder for Kaldi NNET2 and GMM speech recognition models with Python bindings.

anago icon anago

Bidirectional LSTM-CRF for Sequence Labeling. Easy-to-use and state-of-the-art performance.

asr icon asr

Kaldi ASR wrapper scripts

asr-1 icon asr-1

A Python 2.7 implementation of Mel Frequency Cepstral Coefficients (MFCC) and Dynamic Time Warping (DTW) algorithms for Automated Speech Recognition (ASR).

asr-server icon asr-server

Python server to process speech recognition with CNN-BLSTM.

automatic_speech_recognition_with_multi_models icon automatic_speech_recognition_with_multi_models

A Simple Automatic Speech Recognition (ASR) Model in Tensorflow, which only needs to focus on Deep Neural Network. It's easy to test popular cells (most are LSTM and its variants) and models (unidirectioanl RNN, bidirectional RNN, ResNet and so on). Moreover, you are welcome to play with self-defined cells or models.

bi_lstm_for_realdisp icon bi_lstm_for_realdisp

My first steps to train a Bidirectional LSTM with the REALDISP Activity Recognition Dataset.

bi_lstm_ocr icon bi_lstm_ocr

OCR engine that uses 3 layers of bidirectional lstms. Inspired by https://github.com/ilovin/lstm_ctc_ocr/tree/master

bilstm-aux icon bilstm-aux

Bidirectional Long-Short Term Memory tagger (bi-LSTM) (in DyNet) -- hierarchical (with word and character embeddings)

bio254 icon bio254

Trains a bidirectional dynamic LSTM to classify primary protein sequences by their GO molecular function.

birnn icon birnn

Bidirectional RNN [GRU + LSTM] for language identification using SSC

blog icon blog

Repository for the blog at MindMech.net

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