Speaker verification and identification using gamma neural networks

@inproceedings{citeulike:1821673, abstract = {Gamma neural networks are used for speaker verification and identification in this paper. When input features are cepstral coefficients, the memory depth of the gamma networks can be adjusted online and the outputs of the gamma memory may be viewed as a combination of cepstral and delta cepstral coefficients with adaptable weights. So, gamma networks are very suitable to grasp the dynamics of speech. Simulation results show that the gamma networks outperform other neural approaches for speaker identification and verification in TIMIT database experiments}, author = {Wang, C. and Xu, D. and Principe, J. C. }, booktitle = {Neural Networks,1997., International Conference on}, citeulike-article-id = {1821673}, journal = {Neural Networks,1997., International Conference on}, keywords = {gamma, memory}, pages = {2085--2088 vol.4}, posted-at = {2007-10-25 18:34:04}, priority = {2}, title = {Speaker verification and identification using gamma neural networks}, url = {http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=614225}, volume = {4}, year = {1997} }

TY - CONF ID - citeulike:1821673 L3 - citeulike-article-id:1821673 TI - Speaker verification and identification using gamma neural networks T2 - Neural Networks,1997., International Conference on JF - Neural Networks,1997., International Conference on VL - 4 SP - 2085 EP - 2088 vol.4 N2 - Gamma neural networks are used for speaker verification and identification in this paper. When input features are cepstral coefficients, the memory depth of the gamma networks can be adjusted online and the outputs of the gamma memory may be viewed as a combination of cepstral and delta cepstral coefficients with adaptable weights. So, gamma networks are very suitable to grasp the dynamics of speech. Simulation results show that the gamma networks outperform other neural approaches for speaker identification and verification in TIMIT database experiments KW - gamma KW - memory AU - Wang, C AU - Xu, D AU - Principe, JC PY - 1997/// UR - http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=614225 ER -