• DocumentCode
    2179913
  • Title

    Loquendo - Politecnico di Torino´s 2010 NIST speaker recognition evaluation system

  • Author

    Castaldo, Fabio ; Colibro, Daniele ; Vair, Claudio ; Cumani, Sandro ; Laface, Pietro

  • Author_Institution
    Loquendo, Torino, Italy
  • fYear
    2011
  • fDate
    22-27 May 2011
  • Firstpage
    5464
  • Lastpage
    5467
  • Abstract
    This paper describes the improvement introduced in the Loquendo-Politecnico di Torino (LPT) speaker recognition system submitted to the NIST SRE10 evaluation campaign. This system combines the results of eight core acoustic systems all based on Gaussian Mixture Models (GMMs). We illustrate the key factors, in the selection of the development data and in engineering state-of-the art technology, which contributed to the very good performance and calibration of our system in all the test conditions proposed in this evaluation.
  • Keywords
    Gaussian processes; speaker recognition; GMM; Gaussian Mixture Models; LPT speaker recognition system; Loquendo-Politecnico di Torino 2010 NIST speaker recognition evaluation system; Analytical models; Estimation; Interviews; Microphones; NIST; Speech; Training; Joint Factor Analysis; Speaker Recognition; Speaker Segmentation; Total variability models;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
  • Conference_Location
    Prague
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4577-0538-0
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2011.5947595
  • Filename
    5947595