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Lukas Stappen's Projects

atm icon atm

Code for microcontroller, servo motors and delta hardware (firmware)

biblosa icon biblosa

Bi-Directional Block Self-Attention for Multimodal Fusion

dife icon dife

DiFE: Dutch lingustic feature extractor is a simple Python pipeline to reproduce the extracted linguistic features from the ComParE2021 challenge. We utilise and provide contextual word embeddings using a frozen and fine-tuned Dutch Bidirectional Language Transformer (Bert).

gocard icon gocard

Go-CaRD: A Generic, Optical Car Part Recognition and Detection Approach

mimic-code icon mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

muse-toolbox icon muse-toolbox

A Phyton toolbox to fuse multiple continuous emotion annotations from several raters and diarization them to classes!

muse2020 icon muse2020

Accompany code to reproduce the baselines of the International Multimodal Sentiment Analysis Challenge (MuSe 2020).

muse2021 icon muse2021

Reproducing the baselines of the 2nd Multimodal Sentiment Analysis Challenge (MuSe 2021)

printipi icon printipi

3d printing directly through the Raspberry Pi's GPIO pins

score icon score

Accompany "Predicting Sex and Stroke Success – Computer-aided Player Grunt Analysis in Tennis Matches"

usoms-e_life icon usoms-e_life

Baseline pipeline LiFE to reproduce the extracted linguistic features from the ComParE2020_USOMS-e challenge. We utilise and provide contextual word embeddings using a frozen (not fine-tuned) German Bidirectional Language Transformer (Bert).

vadnet icon vadnet

Real-time Voice Activity Detection in Noisy Eniviroments using Deep Neural Networks

videos-image-summary icon videos-image-summary

Lightweight script to extract thumbnails (frames) from multiple videos and summarise them into one image

xaware icon xaware

Accompanying code to the paper: X-AWARE: ConteXt-AWARE Human-Environment Attention Fusion for Driver Gaze Prediction in the Wild

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