Benefits of noncircular statistics for nonstationary signals

Conventional statistical signal processing of nonstationary signals uses circular complex Gaussian distributions to model the complex-valued short-time Fourier transform. In this paper, we show how noncircular complex Gaussian distributions can provide better statistical models of a variety of nonstationary acoustic signals. The estimator...More