publications

2023

  1. Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning
    Merwe, Ruan, and Kamper, Herman
    arXiv preprint arXiv:2305.13080 2023

2022

  1. Manifold Characteristics That Predict Downstream Task Performance
    Merwe, Ruan Henry Van, Newman, Gregory, and Barnard, Etienne
    In First Workshop on Pre-training: Perspectives, Pitfalls, and Paths Forward at ICML 2022 2022

2020

  1. Triplet Entropy Loss: Improving The Generalisation of Short Speech Language Identification Systems
    van der Merwe, Ruan,
    2020
    arXiv