AI-generated music 1audio dataset 1cross-dataset evaluation 1music deepfake detection 1semantic alignment 1
From the 1 of 11 linked papers with an AI index.
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cs.CL2025
Improved Visually Prompted Keyword Localisation in Real Low-Resource Settings
Leanne Nortje, Dan Oneata, Gabriel Pirlogeanu +1
Given an image query, visually prompted keyword localisation (VPKL) aims to find occurrences of the depicted word in a speech collection. This can be useful when transcriptions are…
cs.CL2025
The mutual exclusivity bias of bilingual visually grounded speech models
Dan Oneata, Leanne Nortje, Yevgen Matusevych +1
Mutual exclusivity (ME) is a strategy where a novel word is associated with a novel object rather than a familiar one, facilitating language learning in children. Recent work has f…
cs.CL2025
Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era
Dan Oneata, Desmond Elliott, Stella Frank
Human learning and conceptual representation is grounded in sensorimotor experience, in contrast to state-of-the-art foundation models. In this paper, we investigate how well such…