Spline Filters For End-to-End Deep Learning

Randall Balestriero, Romain Cosentino, Hervé Glotin, Richard G. Baraniuk

Abstract: We propose to tackle the problem of end-to-end learning for raw waveform signals by introducing learnable continuous time-frequency atoms. The derivation of these filters is achieved by defining a ...