Ruan van der Merwe's repositories
triplet-entropy-loss
Project repository for the work done in Triplet Entropy Loss: Improving The Generalization of Short Speech Language Identification Systems
workplace_screening
Quick and easy implementation for a Covid-19 workplace screening project. Contains facial recognition and mask detecting classes as well as yes/no speech recognition.
ACID
Amfam Chatbot Intent Dataset for conversational agent in insurance domain.
advent-of-code-2023
Trying my hands at some go
MAMLCon
Source code for the paper: Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning, which was accepted to Interspeech 2023.
notebooks
Notebooks using the Hugging Face libraries 🤗
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
ruanvdmerwe.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
Video-Dataset-Loading-Pytorch
Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
vqwordseg
Unsupervised phone and word segmentation using dynamic programming on self-supervised VQ features.
PyTorch-Pretrained-ViT
Vision Transformer (ViT) in PyTorch