Jor Vredeveld's Projects
Includes labs for AI Fundamentals.
ASVspoof 2021 Baseline Systems
A deployable reference implementation intended to address pain points around conceptualizing data lake architectures that automatically configures the core AWS services necessary to easily tag, search, share, and govern specific subsets of data across a business or with other external businesses.
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
CICIoT2023 is a comprehensive real-time dataset and benchmark designed to assess large-scale attacks within the IoT ecosystem.
Significance of the proposed threat model on a larger volume of DDoS attacks appraised using the CICIoT2023 data set
A comapartive analysis of voice spoofing detection systems, based on a paper available at https://arxiv.org/abs/2210.00417.
DP-900 ILT lab instructions
Time-domain synthetic speech detection net (TSSDNet), having the classic ResNet and Inception Net style structures (Res-TSSDNet and Inc-TSSDNet), for end-to-end synthetic speech detection. They achieve the state-of-the-art performance in terms of EER on ASVspoof 2019 challenge and promising generalization capability tested on ASVspoof 2015.
Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.
Recognition of sequences of MNIST digits using sliding windows.
A web scraper to extract job postings from www.indeed.com
Profile Readme
⚡ Building applications with LLMs through composability ⚡
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
Personal project to demonstrate my machine learning skills
A hackable AI home assistant platform
Practice your Pyspark skills!
Official repository for RawNet, RawNet2, and RawNet3
Public datasets to help you address various cyber security problems.
flashcard app in your terminal
Clone a Spotify playlist to YouTube Music
Google-TTS-Wavenet/Amazon-Polly/Microsoft-TTS/DeepVoice3