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Arseniy Gorin's Projects

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

dcase16-cnn icon dcase16-cnn

Sound event detection in real life audio with CNN submitted to DCASE16

deeplake icon deeplake

Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai

es-clip-image-search icon es-clip-image-search

Sample implementation of natural language image search with OpenAI's CLIP and Elasticsearch or Opensearch.

faster-rnnlm icon faster-rnnlm

Faster Recurrent Neural Network Language Modeling Toolkit with Noise Contrastive Estimation and Hierarchical Softmax

hdphmm_lib icon hdphmm_lib

This code is a part of my PhD dissertation and includes a C++ implementation of Hierarchical Dirichlet Process Hidden Markov Model or HDPHMM(Fox et al.,2011) and Doubly Hierarchical Dirichlet Process Hidden markov model or DHDPHMM (Harati et al.,2014,2015,2016). It also can be used to implement DPM and HDP. For more details about DHDPHMM look at: http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=7328698&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D7328698

kaldi icon kaldi

This is now the official location of the Kaldi project.

kaldi-ivector icon kaldi-ivector

Extension to Kaldi implementing the standard i-vector hyperparameter estimation and i-vector extraction procedure

melnet icon melnet

Implementation of "MelNet: A Generative Model for Audio in the Frequency Domain" (WIP)

mlnotes_mstu_ru icon mlnotes_mstu_ru

Slides and other stuff from a small introductory course on machine learning (in russian)

mt3 icon mt3

MT3: Multi-Task Multitrack Music Transcription

ocropy icon ocropy

Python-based tools for document analysis and OCR

telwoord icon telwoord

Python library to convert numbers into their Dutch written form

vq-vae-speech icon vq-vae-speech

PyTorch implementation of VQ-VAE + WaveNet by [Chorowski et al., 2019] and VQ-VAE on speech signals by [van den Oord et al., 2017]

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