Use of Gaussian Mixture Models in Macedonian forensic speaker identification

@article{Gerazov2012UseOG,
  title={Use of Gaussian Mixture Models in Macedonian forensic speaker identification},
  author={Branislav Gerazov and V. Pop-Dimitrijoska and Zoran A. Ivanovski and Gordana Apostolovska},
  journal={2012 20th Telecommunications Forum (TELFOR)},
  year={2012},
  pages={724-727}
}
Forensic Speaker Identification is one of the methods used in court to identify the speaker in an incriminating recording from a set of verifiable speakers. It uses the characteristics of the speaker's voice to differentiate the speakers, such as formant frequencies and bandwidths, pitch, segmental timings etc. A methodology is proposed comprising formant frequency feature extraction, Gaussian Mixture Model (GMM) modeling, and various similarity measures, for the task of Macedonian forensic… CONTINUE READING