Transferability analysis finds that minimal sufficient signals transfer across audio models at rates varying by task, around 26% for music genre classification, with some deepfake models showing distinct behaviors not visible in accuracy metrics.
Musiclime: Explainable multimodal music understanding
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If It's Good Enough for You, It's Good Enough for Me: Transferability of Audio Sufficiencies across Models
Transferability analysis finds that minimal sufficient signals transfer across audio models at rates varying by task, around 26% for music genre classification, with some deepfake models showing distinct behaviors not visible in accuracy metrics.