1 citations · 1 across the 4 of their papers we have counts for
4 papers
Leveraging Artist Catalogs for Cold-Start Music Recommendation
Yan-Martin Tamm, Gregor Meehan, Vojtěch Nekl +4
The item cold-start problem poses a fundamental challenge for music recommendation: newly added tracks lack the interaction history that collaborative filtering (CF) requires. Exis…
Towards Effective Negation Modeling in Joint Audio-Text Models for Music
Yannis Vasilakis, Rachel Bittner, Johan Pauwels
Joint audio-text models are widely used for music retrieval, yet they struggle with semantic phenomena such as negation. Negation is fundamental for distinguishing the absence (or…
Evaluation of pretrained language models on music understanding
Yannis Vasilakis, Rachel Bittner, Johan Pauwels
Music-text multimodal systems have enabled new approaches to Music Information Research (MIR) applications such as audio-to-text and text-to-audio retrieval, text-based song genera…
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognition
Yannis Vasilakis, Rachel Bittner, Johan Pauwels
Music two-tower multimodal systems integrate audio and text modalities into a joint audio-text space, enabling direct comparison between songs and their corresponding labels. These…