I. Introduction
Speaker identification aims to use the speech signal to identify which of the registered speakers it belongs. Nevertheless, the recognition performance is severely degraded in noisy environments, especially under very low SNR. Robust strategies can be deployed in different stages of processing such as on the pre-processing, on the features extraction, on the classifier system or in the choice of the measure of similarity.