Spijkervet

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

CLMR

Official PyTorch implementation of Contrastive Learning of Musical Representations

torchaudio-augmentations

Audio transformations library for PyTorch

BYOL

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

contrastive-predictive-coding

PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)

eurovision-dataset

The Eurovision Song Contest Dataset is a freely-available dataset containing audio features, metadata, contest ranking and voting data of 1735 songs that have competed in the Eurovision Song Contests between 1956 and 2023.

Context-Aware-Sequential-Recommendation

This is the Github repository containing the code for the Context-Aware Sequential Recommendation project for the Information Retrieval 2 course at the University of Amsterdam

gpt-2-lyrics

Using GPT-2 to generate lyrics

thesis

My Master's Thesis

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

search_engine

Search engine for arxiv submissions

weebo

An intelligent personal assistant inspired by the Weebo robot from the popular 1997 movie Flubber.

crepe

CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)

juce-simple-eq

Simple EQ made in JUCE 6

mirovision

Repo for Mirovision Model and Data

personal-website

My personal website written in the Gatsby framework with a Ghost backend

SETUP-smartlappen

SETUP x Smartlappen project

vision

Datasets, Transforms and Models specific to Computer Vision

BTC-ISMIR19

"A Bi-Directional Transformer for Musical Chord Recognition" accepted on ISMIR2019

descript-audio-codec

State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.

hit-song-prediction

Hit Song Prediction

juce-cmake-template

My JUCE 6 template using CMake

littlelink-server

A lightweight, open source, and self-hosted alternative to linktree in a Docker container!

mirdata

common loaders for mir datasets

music-charts

Music Charts

NLExtract

Convert (ETL) and visualize free Dutch geo-datasets.

pgeocode

Postal code geocoding and distance calculation

remi

"Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions", ACM Multimedia 2020

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

youtube-analysis