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INTERSPEECH
2010
13 years 1 months ago
On the potential of glottal signatures for speaker recognition
Most of current speaker recognition systems are based on features extracted from the magnitude spectrum of speech. However the excitation signal produced by the glottis is expecte...
Thomas Drugman, Thierry Dutoit
IJCNN
2000
IEEE
13 years 11 months ago
Comparison of Text-Dependent Speaker Identification Methods for Short Distance Telephone Lines Using Artificial Neural Networks
The transition to democracy in South Africa has brought with it certain challenges. The main challenge is to get rid of crime and corruption.This paper presents a technique to com...
Ganesh K. Venayagamoorthy, Narend Sundepersadh
AVBPA
2003
Springer
121views Biometrics» more  AVBPA 2003»
14 years 3 days ago
Enhanced VQ-Based Algorithms for Speech Independent Speaker Identification
Abstract. Weighted distance measure and discriminative training are two different approaches to enhance VQ-based solutions for speaker identification. To account for varying import...
Ningping Fan, Justinian P. Rosca
ICASSP
2011
IEEE
12 years 10 months ago
Survey and evaluation of acoustic features for speaker recognition
This study seeks to quantify the effectiveness of a broad range of acoustic features for speaker identification and their impact in feature fusion. Sixteen different acoustic feat...
Aaron D. Lawson, Pavel Vabishchevich, Mark C. Hugg...
IDEAL
2003
Springer
14 years 3 days ago
GMM Based on Local Fuzzy PCA for Speaker Identification
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...
JongJoo Lee, JaeYeol Rheem, Ki Yong Lee