Rachine

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

shap

A game theoretic approach to explain the output of any machine learning model.

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

website

uncertainty-toolbox

Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

companies-sponsoring-visas

A list of companies that sponsor employees from other countries.

lambda-networks

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

TikZ

Complete collection of my PGF/TikZ figures.

nnAudio

Audio processing by using pytorch 1D convolution network

digital-signal-processing-lecture

Digital Signal Processing - Theory and Computational Examples

pyloudnorm

Flexible audio loudness meter in Python with implementation of ITU-R BS.1770-4 loudness algorithm

pytorch_block_sparse

Fast Block Sparse Matrices for Pytorch

brokenaxes

Create matplotlib plots with broken axes

gtn

Automatic differentiation with weighted finite-state transducers.

julius

Fast PyTorch based DSP for audio and 1D signals

sota-music-tagging-models

seewav

Audio waveform visualisation, converts any audio to a nice video

rsmf

Right-size my figures

UnsupSeg

Self-Supervised Contrastive Learning for Unsupervised Phoneme Segmentation (INTERSPEECH 2020)

SpeakerEmbeddingLossComparison

Companion repository for the paper "A Comparison of Metric Learning Loss Functions for End-to-End Speaker Verification" published at SLSP 2020

l0.pytorch

an implementation of L0 regularization with PyTorch

ALICE

Automatic LInguistic Unit Count Estimator (ALICE)

pygamma-agreement

Gamma Agreement in Python

interspeech2019_karhila_et_al

Compendium for the paper "Transparent pronunciation scoring using articulatorily weighted phoneme edit distance" by Karhila, Smolander, Ylinen & Kurimo submitted to Interspeech 2019

HarmonicLowering

Implementation of Harmonic Convolution by Harmonic Lowering

urban-sound-classification-and-comparison

Urban Sound Classification : striving towards a fair comparison

sustained-phonation-features

Python package for the extraction of speech features for sustained phonation

bootstrapping-computer-audition

Repository with code for bootstrapping computer audition from primitive auditory grouping principles.

my_phd_template

my_phd_template is a beautiful LaTeX templates used for my dissertation.