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Olga Slizovskaia's Projects

amc icon amc

AMC MIREX task for a university course work (2011-2012)

binclass-tools icon binclass-tools

The binclass-tools package contains a set of Python wrappers and interactive plots that facilitate the analysis of binary classification problems.

defense-slides icon defense-slides

Presentation for my PhD defense 21/10/2020 based on reveal.js and modified AudioLabs Erlangen styles

eusipco2017 icon eusipco2017

This repository contains code for musical instrument recognition experiments for the paper entitled "Timbre Analysis of Music Audio Signals with Convolutional Neural Networks".

icmr2017 icon icmr2017

Code for paper "Musical Instrument Recognition in User-generated Videos using a Multimodal Convolutional Neural Network Architecture" by Olga Slizovskaia, Emilia Gomez, Gloria Haro. ICMR 2017

smc2016 icon smc2016

The repo contains the code for a paper from SMC 2016 conference dedicated to the comparison of audio-based and image-based strategies for musical instrument recognition.

vimss icon vimss

Visually-informed Music Source Separation project at Jeju 2018 Deep Learning Summer Camp

vimss_torch icon vimss_torch

End-to-End Source Separation Conditioned on Instrument Labels (pytorch implementation)

wavegrad2 icon wavegrad2

Unofficial Pytorch Implementation of WaveGrad2

yavat icon yavat

Yet Another Video Annotation Tool prototype

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