All-Pole Spectral Envelope Modelling with Order Selection for Harmonic Signals

We present a study into all-pole spectral envelope estimation for the case of harmonic signals. We address the problem of the selection of the model order and propose to make use of the fact that the spectral envelope is sampled by means of the harmonic structure to derive a reasonable choice for an appropriate model order. The experimental investigation uses synthetic ARMA featured signals with varying fundamental frequency and differing model structure to evaluate the performance of the selected all-pole models. The experimental results confirm the relation between optimal model order and the fundamental frequency.

• Type: Conference
• Year: 2007
• Where: ICASSP
• Authors: Fernando Villavicencio, Axel Röbel, Xavier Rodet
• Keywords: ICASSP 2007, Model Order, Signal Processing, Spectral Envelope, Spectral Envelope Estimation