Pinned Repositories
MAMLCon
Source code for the paper: Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning, which was accepted to Interspeech 2023.
representation-manifold-quality-metric
We introduce the Representation manifold quality metric (RMQM), which measures the structure of the learned representation manifold, where we then show that RMQM correlates positively to the generalisation of neural networks to downstream tasks.
indaba-pracs-2022
Notebooks for the Practicals at the Deep Learning Indaba 2022.
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 🤗
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.
ruanvdmerwe's Repositories
ruanvdmerwe/triplet-entropy-loss
Project repository for the work done in Triplet Entropy Loss: Improving The Generalization of Short Speech Language Identification Systems
ruanvdmerwe/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.
ruanvdmerwe/ACID
Amfam Chatbot Intent Dataset for conversational agent in insurance domain.
ruanvdmerwe/advent-of-code-2023
Trying my hands at some go
ruanvdmerwe/MAMLCon
Source code for the paper: Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning, which was accepted to Interspeech 2023.
ruanvdmerwe/notebooks
Notebooks using the Hugging Face libraries 🤗
ruanvdmerwe/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
ruanvdmerwe/ruanvdmerwe.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
ruanvdmerwe/Video-Dataset-Loading-Pytorch
Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
ruanvdmerwe/vqwordseg
Unsupervised phone and word segmentation using dynamic programming on self-supervised VQ features.
ruanvdmerwe/PyTorch-Pretrained-ViT
Vision Transformer (ViT) in PyTorch