RSR2015

RSR2015 is a database collected by the Institute for Infocomm Research (I2R),

A*STAR in Singapore to support the development and evaluation of

text-dependent speaker verification algorithms.

This database can be bought from I2R at a very low price.

For more details, visit RSR2015 website.

Metat data (Keys, IdMap and Ndx) can be downloaded from Download lists for standard datasets.

• Prepare to run experiments on RSR2015
• Run a GMM-UBM system
  • Input/Output
  • Set your own parameters
  • Load IdMap, Ndx, Key from HDF5 files and ubm_list
  • Train the Universal background Model (UBM)
  • Compute the sufficient statistics on the UBM
  • Adapt the GMM speaker models from the UBM via a MAP adaptation
  • Compute all trials and save scores in HDF5 format
  • Plot DET curve and compute minDCF and EER
• Run a SVM GMM system on the RSR2015 database
  • Input/Output
  • Set your own parameters