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Mask-Induced Displacement in Audio XAI via Logit Trajectory Decomposition

García-Peguinho, Nico et al.
arXiv (All) · Papers
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Perturbation-based XAI methods for audio classifiers often estimate feature importance by masking spectrogram regions and crediting output changes to the retained signal. Yet they typically assume the fill (the mask replacement) is negligible. We propose logit-space trajectory decomposition to exami
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