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Various devices rely on invasive biometric identifiers, such as voice and facial recognition, raising privacy concerns. Acoustic handclap control presents a privacy-preserving alternative for interaction with computers, as it does not capture speech or visual data. An analysis of the original implementation suggested that existing classifiers were influenced by environmental bias. With the objecti
