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http://hdl.handle.net/1842/953
| Title: | Evaluation of Kernal Methods for Speaker Verification and Identification |
| Authors: | Wan, Vincent
Renals, Steve |
| Issue Date: | May-2002 |
| Citation: | Proc. IEEE ICASSP2002, pp. 669-672 |
| Publisher: | IEEE |
| Abstract: | Support vector machines are evaluated on speaker verification and speaker identification tasks. We compare the polynomial kernel, the Fisher kernel, a likelihood ratio kernel and the pair hidden Markov model kernel with baseline systems based on a discriminative polynomial classifier and generative Gaussian mixture model classifiers. Simulations were carried out on the YOHO database and some promising results were obtained. |
| URI: | http://hdl.handle.net/1842/953 |
| Appears in Collections: | CSTR publications
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