4 citations · 5 across the 4 of their papers we have counts for
3 papers · 1 filter
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…
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…
LLark: A Multimodal Instruction-Following Language Model for Music
Josh Gardner, Simon Durand, Daniel Stoller +1
Music has a unique and complex structure which is challenging for both expert humans and existing AI systems to understand, and presents unique challenges relative to other forms o…