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Mak-Sim/README.md

Research Repository – Maxim Vashkevich

This repository contains code, data, and supplementary materials for the research projects led by Maxim Vashkevich.
My work focuses on digital signal processing, speech enhancement, noise reduction, and machine and deep learning.

Contents

  • Implementations of speech processing algorithms (e.g., pitch estimation, perturbation analysis and etc)
  • Learned Separable Transform (LST)
  • Warped filter bank
  • Fast recursive Discrete Cosine Transform (DCT)

Popular repositories Loading

  1. Troparion Troparion Public

    Matlab tools for pathological voice analysis

    MATLAB 14 6

  2. IRAPT IRAPT Public

    Instantaneous pitch estimation based on RAPT framework (EUSIPCO-2012)

    MATLAB 11 2

  3. Minsk2020_ALS_database Minsk2020_ALS_database Public

    Classification of ALS patients based on acoustic analysis of sustained vowel phonations

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  4. Warped-filter-bank Warped-filter-bank Public

    Warped cosine-modulated filter bank design

    MATLAB 4 4

  5. LST-2d LST-2d Public

    LST - alternative to fullyconnected layer for NN. Key feature: reduced number of parameters

    Jupyter Notebook 3 2

  6. Halcyon Halcyon Public

    Instantaneous pitch estimator (ICASSP-2016)

    MATLAB 2