SincDPNet: Interpretable Raw-Waveform Bathroom Activity Recognition for Assistive Living
SincDPNet is proposed, a compact raw-waveform classifier with a learnable sinc filter bank followed by a depthwise-separable convolutional body that helps to reduce room-specific leakage and spectral overlap among water-related events.