ISCA Archive Interspeech 2008
ISCA Archive Interspeech 2008

The case for automatic higher-level features in forensic speaker recognition

Elizabeth Shriberg, Andreas Stolcke

Approaches from standard automatic speaker recognition, which rely on cepstral features, suffer the problem of lack of interpretability for forensic applications. But the growing practice of using "higher-level" features in automatic systems offers promise in this regard. We provide an overview of automatic higher-level systems and discuss potential advantages, as well as issues, for their use in the forensic context.


doi: 10.21437/Interspeech.2008-433

Cite as: Shriberg, E., Stolcke, A. (2008) The case for automatic higher-level features in forensic speaker recognition. Proc. Interspeech 2008, 1509-1512, doi: 10.21437/Interspeech.2008-433

@inproceedings{shriberg08b_interspeech,
  author={Elizabeth Shriberg and Andreas Stolcke},
  title={{The case for automatic higher-level features in forensic speaker recognition}},
  year=2008,
  booktitle={Proc. Interspeech 2008},
  pages={1509--1512},
  doi={10.21437/Interspeech.2008-433}
}