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Ruslan Timchenko's Projects

denoiser icon denoiser

Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

patterns_cpp icon patterns_cpp

Example of patterns written in C++. Based on Georgiy Mogelashvili's Youtube course "Design Patterns"

qt_blanschette icon qt_blanschette

Implementations according to book 'C++ GUI Programming with Qt 4'.

stereovision icon stereovision

separate road using v-disparity. test occupancy grid, stixels

telegram_memes icon telegram_memes

This is my first telegram bot. It uses Vk API to get posts from different groups, then parse them to find the most popular (many likes) and represent best memes to user

tetris icon tetris

The first android application. Just to try :)

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