Removing Speech, Keeping Activities: A Privacy Firewall for Acoustic Sensing in Assisted Living
A privacy firewall pipeline based on a U-Net encoder-decoder, trained entirely on synthetic data, that removes speech from ambient audio while preserving environmental sounds indicative of daily activities is presented.
Pavlos Nicolaou, Christos Efstratiou
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