no code implementations • 30 Jun 2023 • Palina Salanevich, Olov Schavemaker
To the best of our knowledge, our result is the first of this kind.
1 code implementation • 7 Oct 2021 • Andrew Sack, Wenzhao Jiang, Michael Perlmutter, Palina Salanevich, Deanna Needell
We propose a method for noise reduction, the task of producing a clean audio signal from a recording corrupted by additive noise.
no code implementations • 30 Jul 2020 • Deanna Needell, Aaron A. Nelson, Rayan Saab, Palina Salanevich, Olov Schavemaker
We provide a (corrected) rigorous proof that the Igelnik and Pao construction is a universal approximator for continuous functions on compact domains, with approximation error decaying asymptotically like $O(1/\sqrt{n})$ for the number $n$ of network nodes.