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Improving SVM-based speech/music classifier based on conditional MAP criterion
- Authors
- Lim, C.; Chang, J.-H.; Lee, S.-R.
- Issue Date
- Nov-2011
- Publisher
- ICTC 2011
- Citation
- 2011 International Conference on ICT Convergence, ICTC 2011, pp.335 - 336
- Indexed
- SCOPUS
- Journal Title
- 2011 International Conference on ICT Convergence, ICTC 2011
- Start Page
- 335
- End Page
- 336
- Abstract
- To enhance SVM-based speech/music classifications by exploiting substantial inter-frame correlations in speech/music frames, we propose a technique using the second-order conditional maximum a posteriori (CMAP) probability that considers not only the current observation but also the classification results of the two previous frames. ? 2011 IEEE.
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Related Researcher
- Chang, Joon-Hyuk
- COLLEGE OF ENGINEERING (SCHOOL OF ELECTRONIC ENGINEERING)