9 search results - page 1 / 2 » Nonparametric feature normalization for SVM-based speaker ve... |
ICASSP
2008
IEEE
13 years 11 months ago
2008
IEEE
We investigate several feature normalization and scaling approaches for use in speaker verification based on support vector machines. We are particularly interested in methods th...
ICASSP
2009
IEEE
13 years 11 months ago
2009
IEEE
We show how an SVM based acoustic speaker verification system can be significantly improved in incorporating new visual features that capture the speaker’s “Body Language.” ...
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
The performance of a typical speaker verification system degrades significantly in reverberant environments. This degradation is partly due to the conventional feature extractio...
ICASSP
2009
IEEE
13 years 2 months ago
2009
IEEE
In conventional speaker recognition methods based on MFCC, phase information has been ignored. We proposed a method that integrated the phase information with MFCC on a speaker id...
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
The work presented in this paper is an extension of our two previous works [1, 2]. In the first paper [1], we proposed a low dimensional feature (i-vectors) extractor which is su...