PLSO: A generative framework for decomposing nonstationary time-series into piecewise stationary oscillatory components

Andrew H. Song, Demba Ba, Emery N. Brown

To capture the slowly time-varying spectral content of real-world time-series, a common paradigm is to partition the data into approximately stationary intervals and perform infere…