22 search results - page 1 / 5 » PCA Fuzzy Mixture Model for Speaker Identification |
IDEAL
2003
Springer
13 years 10 months ago
2003
Springer
In this paper, we proposed the principal component analysis (PCA) fuzzy mixture model for speaker identification. A PCA fuzzy mixture model is derived from the combination of the P...
ICCSA
2003
Springer
13 years 10 months ago
2003
Springer
Abstract. In this paper, an efficient speaker identification based on robust vector quantization principal component analysis (VQ-PCA) is proposed to solve the problems from outlie...
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...
IJCNLP
2004
Springer
13 years 10 months ago
2004
Springer
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
In this paper we evaluate the effect of the emotional state of a speaker when text-independent speaker identification is performed. The spectral features used for speaker recogni...