ISCA Archive Interspeech 2009
ISCA Archive Interspeech 2009

Two-wire nuisance attribute projection

Yosef A. Solewicz, Hagai Aronowitz

This paper addresses the task of nuisance reduction in two-wire speaker recognition applications. Besides channel mismatch, two-wire conversations are contaminated by extraneous speakers which represent an additional source of noise in the supervector domain. It is shown that two-wire nuisance manifests itself as undesirable directions in the inter-speaker subspace. For this purpose, we derive two alternative Nuisance Attribute Projection (NAP) formulations tailored for two-wire sessions. The first formulation generalizes the NAP framework based on a model of two-wire conversations. The second formulation explicitly models the fourvs. two-wire supervector variability. Preliminary experiments show that two-wire NAP significantly outperforms regular NAP in varied two-wire tasks.


doi: 10.21437/Interspeech.2009-278

Cite as: Solewicz, Y.A., Aronowitz, H. (2009) Two-wire nuisance attribute projection. Proc. Interspeech 2009, 928-931, doi: 10.21437/Interspeech.2009-278

@inproceedings{solewicz09_interspeech,
  author={Yosef A. Solewicz and Hagai Aronowitz},
  title={{Two-wire nuisance attribute projection}},
  year=2009,
  booktitle={Proc. Interspeech 2009},
  pages={928--931},
  doi={10.21437/Interspeech.2009-278}
}