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Alex Tung's Projects

ambisonic-downsteering icon ambisonic-downsteering

An adaptive LMS ambisonic downsampler that transforms FOA signals based on reference HOA material. Includes an original framework for ambisonics processing and frame-wise visualization.

audiogram-filtbank icon audiogram-filtbank

Fitting optimizations on "A Computationally Efficient Nonuniform Filter Banks for Hearing Aids" by Lian et al. (https://doi.org/10.1109/TCSI.2005.857871)

hrtf-pca icon hrtf-pca

Performs a principal component analysis (PCA) on a set of head-related transfer functions (HRTFs).

just-the-docs icon just-the-docs

A modern, high customizable, responsive Jekyll theme for documention with built-in search.

markov-coltrane icon markov-coltrane

MIDI melody prediction using a second-order Markov models. Includes a repoirtoire of 20 melodies from John Coltrane.

sgl-dann icon sgl-dann

Applying small group learning to the problem of domain adaptation

sgl-domain-adaptation icon sgl-domain-adaptation

Domain adaptation study based on Small Group Learning (SGL) (Du et al. 2020): https://arxiv.org/abs/2012.12502

sofa-scraper icon sofa-scraper

Some starter files to start working with HRTFs in the SOFA format. Like a sourdough starter but without the sourdough.

triadic-grad icon triadic-grad

Converting Norman Cook's harmonic tension grid into a gradient descent: https://asa.scitation.org/doi/pdf/10.1121/1.5018342. Runs on Julia, includes deprecated code for MATLAB

vaessl-doa icon vaessl-doa

VAESSL: Train a computer to locate acoustic sources in reverberant environments with only few labels, using semi-supervised learning with variational autoncoders.

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