Sixth International Conference on Spoken Language Processing
(ICSLP 2000)

Beijing, China
October 16-20, 2000

Speaker Information Enhancement

Fangxin Chen

Eloquent Technology Inc. Ithaca, NY, USA

This study consists of two experiments*. Experiment A investigates speaker-information distribution in the parametric domain. Experiment B compares different weighting strategies for speaker-information enhancement. The results indicate that weightings based on speaker-information distribution in the parametric domain yield better speaker recognition performance. how it statistically affects the separation of this speaker from the rest speakers in the database. The degree of its effect can be used as an indicator of the amount of speaker-information coded in that particular MFCC coefficient.

Full Paper

Bibliographic reference.  Chen, Fangxin (2000): "Speaker information enhancement", In ICSLP-2000, vol.1, 758-761.