A new method for kurtosis maximization and source separation

@article{Castella2010ANM,
  title={A new method for kurtosis maximization and source separation},
  author={Marc Castella and Eric Moreau},
  journal={2010 IEEE International Conference on Acoustics, Speech and Signal Processing},
  year={2010},
  pages={2670-2673}
}
This paper introduces a new method to maximize kurtosis-based contrast functions. Such contrast functions appear in the problem of blind source separation of convolutivelymixed sources: the corresponding methods recover the sources one by one using a deflation approach. The proposed maximization algorithm is based on the particular nature of the criterion. The method is similar in spirit to a gradient ascent method, but differs in the fact that a “reference” contrast function is considered at… CONTINUE READING