Classification vs. Regression in Supervised Learning for Single Channel Speaker Count Estimation

Fabian-Robert Stöter, Soumitro Chakrabarty, Bernd Edler +1

The task of estimating the maximum number of concurrent speakers from single channel mixtures is important for various audio-based applications, such as blind source separation, sp…