A differentiable short-time Fourier transform with respect to the window length

Maxime Leiber, Axel Barrau, Yosra Marnissi +1

In this paper, we revisit the use of spectrograms in neural networks, by making the window length a continuous parameter optimizable by gradient descent instead of an empirically t…