Adapts MM-SHAP to quantify modality contributions in two Audio LLMs on MuChoMusic, showing text dominance alongside limited audio localization of key events.
While the number of proposed models continues to grow [2–6] difficulty lies in assessing free-form text outputs, due to the unstructured nature of the predictions [7]
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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.