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All I Hear is Noise: Investigating Clever Hans Effects in Clinical Speech Datasets
Recent work revealed a striking Clever Hans effect in the Pitt dataset, where Alzheimer's detection achieved nearly 100% accuracy using only silent audio segments. This raises serious concerns about hidden confounding factors in speech-based health datasets. We systematically investigate whether sim
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