Adapts MM-SHAP to quantify modality contributions in two Audio LLMs on MuChoMusic, showing text dominance alongside limited audio localization of key events.
Through a sys- tematic evaluation of Qwen-Audio and MU-LLaMA, we discovered that the higher-performing model, Qwen-Audio, relied significantly more on its text modality
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Investigating Modality Contribution in Audio LLMs for Music
Adapts MM-SHAP to quantify modality contributions in two Audio LLMs on MuChoMusic, showing text dominance alongside limited audio localization of key events.