Discriminative Singular Spectrum Classifier with Applications on Bioacoustic Signal Recognition

This is the repository for the DSSC.

Usage

Run MSSA.m for Mutual SSA or Run DSSA.m for Discriminative SSC

Citation

If you find this project useful for your research, please use the following BibTeX entries.

@article{GATTO2022103858,

title = {Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition},

journal = {Digital Signal Processing},

pages = {103858},

year = {2022},

issn = {1051-2004},

doi = {https://doi.org/10.1016/j.dsp.2022.103858},

url = {https://www.sciencedirect.com/science/article/pii/S1051200422004754},

author = {Bernardo Bentes Gatto and Juan Gabriel Colonna and Eulanda Miranda {dos Santos} and Alessandro {Lameiras Koerich} and Kazuhiro Fukui},

keywords = {Bioacoustic signal classification, Singular spectrum analysis, Mutual singular spectrum analysis, Signal subspace methods}

}