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.
The gtzan dataset: Its contents, its faults, their effects on evaluation, and its future use
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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.