Corpora for the evaluation of speaker recognition systems

Using standard speech corpora for development and evaluation has proven to be very valuable in promoting progress in speech and speaker recognition research. In this paper, we present an overview of current publicly available corpora intended for speaker recognition research and evaluation. We outline the corpora's salient features with respect to their suitability for conducting speaker recognition experiments and evaluations. We hope to increase the awareness and use of these standard corpora and corresponding evaluation procedures throughout the speaker recognition community.

[1]  Dominique Genoud,et al.  POLYCOST: A telephone-speech database for speaker recognition , 2000, Speech Commun..

[2]  Johan Lindberg,et al.  A comparative study of speaker verification systems using the polycost database , 1998, ICSLP.

[3]  Ronald A. Cole,et al.  The CSLU speaker recognition corpus , 1998, ICSLP.

[4]  References , 1971 .

[5]  Douglas A. Reynolds,et al.  Comparison of background normalization methods for text-independent speaker verification , 1997, EUROSPEECH.

[6]  Johan Lindberg,et al.  Guidelines for experiments on the POLYCOST database , 1996 .

[7]  Treebank Penn,et al.  Linguistic Data Consortium , 1999 .

[8]  Douglas A. Reynolds,et al.  Experimental evaluation of features for robust speaker identification , 1994, IEEE Trans. Speech Audio Process..

[9]  Douglas A. Reynolds,et al.  The NIST speaker recognition evaluation - Overview, methodology, systems, results, perspective , 2000, Speech Commun..

[10]  T.F. Quatieri,et al.  The effects of telephone transmission degradations on speaker recognition performance , 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.

[11]  D. A. Reynolds,et al.  The effects of handset variability on speaker recognition performance: experiments on the Switchboard corpus , 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

[12]  Joseph P. Campbell Testing with the YOHO CD-ROM voice verification corpus , 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.