45 search results - page 2 / 9 » Efficient Speaker Identification Based on Robust VQ-PCA |
ICASSP
2009
IEEE
13 years 3 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
2010
IEEE
13 years 5 months ago
2010
IEEE
An auditory-based feature extraction algorithm is presented. The feature is based on a recently published time-frequency transform plus a set of modules to simulate the signal pro...
ICMCS
2007
IEEE
13 years 9 months ago
2007
IEEE
Mismatch between training and testing data is a major error source for both Automatic Speech Recognition (ASR) and Automatic Speaker Identification (ASI). In this paper, we first ...
IDEAL
2003
Springer
13 years 10 months ago
2003
Springer
To reduce the high dimensionality required for training of feature vectors in speaker identification, we propose an efficient GMM based on local PCA with Fuzzy clustering. The prop...
ICASSP
2008
IEEE
13 years 11 months ago
2008
IEEE
We propose a novel feature set for speaker recognition that is based on the voice source signal. The feature extraction process uses closed-phase LPC analysis to estimate the voca...