Learnable Frontends that do not Learn: Quantifying Sensitivity to Filterbank Initialisation

Mark Anderson, Tomi Kinnunen, Naomi Harte

While much of modern speech and audio processing relies on deep neural networks trained using fixed audio representations, recent studies suggest great potential in acoustic fronte…