CONF
Rajan_INTERSPEECH_2009/IDIAP
Robustness of Phase based Features for Speaker Recognition
Rajan, Padmanabhan
Parthasarathi, Sree Hari Krishnan
Murthy, Hema A
EXTERNAL
https://publications.idiap.ch/attachments/papers/2009/Rajan_INTERSPEECH_2009.pdf
PUBLIC
https://publications.idiap.ch/index.php/publications/showcite/Rajan_Idiap-RR-14-2009
Related documents
Proceedings of Interspeech
2009
This paper demonstrates the robustness of group-delay based features for speech processing. An analysis of group delay functions is presented which show that these features retain formant structure even in noise. Furthermore, a speaker verification task performed on the NIST 2003 database show lesser error rates, when compared with the traditional MFCC features. We also mention about using feature diversity to dynamically choose the feature for every claimed speaker.
REPORT
Rajan_Idiap-RR-14-2009/IDIAP
Robustness of Phase based Features for Speaker Recognition
Rajan, Padmanabhan
Parthasarathi, Sree Hari Krishnan
Murthy, Hema A
EXTERNAL
https://publications.idiap.ch/attachments/reports/2009/Rajan_Idiap-RR-14-2009.pdf
PUBLIC
Idiap-RR-14-2009
2009
Idiap
June 2009
This paper demonstrates the robustness of group-delay based features for speech processing. An analysis of group delay functions is presented which show that these features retain formant structure even in noise. Furthermore, a speaker verification task performed on the NIST 2003 database show lesser error rates, when compared with the traditional MFCC features. We also mention about using feature diversity to dynamically choose the feature for every claimed speaker.