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Leanne Nortje
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Vector-quantized neural networks for acoustic unit discovery in the zerospeech 2020 challenge
B Van Niekerk, L Nortje, H Kamper
arXiv preprint arXiv:2005.09409, 2020
1252020
Unsupervised acoustic unit discovery for speech synthesis using discrete latent-variable neural networks
R Eloff, A Nortje, B van Niekerk, A Govender, L Nortje, A Pretorius, ...
arXiv preprint arXiv:1904.07556, 2019
572019
Analyzing speaker information in self-supervised models to improve zero-resource speech processing
B van Niekerk, L Nortje, M Baas, H Kamper
arXiv preprint arXiv:2108.00917, 2021
302021
Unsupervised vs. transfer learning for multimodal one-shot matching of speech and images
L Nortje, H Kamper
arXiv preprint arXiv:2008.06258, 2020
122020
Direct multimodal few-shot learning of speech and images
L Nortje, H Kamper
arXiv preprint arXiv:2012.05680, 2020
72020
Towards visually prompted keyword localisation for zero-resource spoken languages
L Nortje, H Kamper
2022 IEEE Spoken Language Technology Workshop (SLT), 700-707, 2023
62023
Visually grounded few-shot word acquisition with fewer shots
L Nortje, B van Niekerk, H Kamper
arXiv preprint arXiv:2305.15937, 2023
12023
Visually Grounded Speech Models have a Mutual Exclusivity Bias
L Nortje, D Oneaţă, Y Matusevych, H Kamper
arXiv preprint arXiv:2403.13922, 2024
2024
Visually grounded few-shot word learning in low-resource settings
L Nortje, D Oneata, H Kamper
arXiv preprint arXiv:2306.11371, 2023
2023
Direct and indirect multimodal few-shot learning of speech and images
L Nortje
Stellenbosch: Stellenbosch University, 2020
2020
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Articles 1–10