ISCA Archive Eurospeech 1999
ISCA Archive Eurospeech 1999

Dynamic weighting of the distortion sequence in text-dependent speaker verification

A. M. Ariyaeeinia, P. Sivakumaran, M. Pawlewski, M. J. Loomes

A new dynamic weighting method for robust text-dependent speaker verification is proposed and investigated. The main attraction of the proposed approach is that it is equally effective under both uniform and non-uniform mismatched conditions. It involves estimating the mismatch associated with each feature vector in the test token and using this to weight the respective vector distortion appropriately, prior to the computation of the overall degree of dissimilarity. The experiments were conducted using a subset of the Brent speech database consisting of repetitions of isolated digit utterances zero to nine spoken by native English speakers. Based on the experimental results it is shown that the use of the proposed approach leads to a considerably higher accuracy in speaker verification than that obtainable with conventional score normalisation methods.


doi: 10.21437/Eurospeech.1999-236

Cite as: Ariyaeeinia, A.M., Sivakumaran, P., Pawlewski, M., Loomes, M.J. (1999) Dynamic weighting of the distortion sequence in text-dependent speaker verification. Proc. 6th European Conference on Speech Communication and Technology (Eurospeech 1999), 967-970, doi: 10.21437/Eurospeech.1999-236

@inproceedings{ariyaeeinia99_eurospeech,
  author={A. M. Ariyaeeinia and P. Sivakumaran and M. Pawlewski and M. J. Loomes},
  title={{Dynamic weighting of the distortion sequence in text-dependent speaker verification}},
  year=1999,
  booktitle={Proc. 6th European Conference on Speech Communication and Technology (Eurospeech 1999)},
  pages={967--970},
  doi={10.21437/Eurospeech.1999-236}
}