Search Results for author: Leanne Nortje

Found 6 papers, 5 papers with code

Towards visually prompted keyword localisation for zero-resource spoken languages

1 code implementation12 Oct 2022 Leanne Nortje, Herman Kamper

We formalise this task and call it visually prompted keyword localisation (VPKL): given an image of a keyword, detect and predict where in an utterance the keyword occurs.

Direct multimodal few-shot learning of speech and images

1 code implementation10 Dec 2020 Leanne Nortje, Herman Kamper

We propose direct multimodal few-shot models that learn a shared embedding space of spoken words and images from only a few paired examples.

Few-Shot Learning Transfer Learning

Unsupervised vs. transfer learning for multimodal one-shot matching of speech and images

1 code implementation14 Aug 2020 Leanne Nortje, Herman Kamper

Here we compare transfer learning to unsupervised models trained on unlabelled in-domain data.

Transfer Learning

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