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Improving SVM-based speech/music classifier based on conditional MAP criterion
- Lim, C.;
- Chang, J.-H.;
- Lee, S.-R.
Citations
SCOPUS
0초록
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.
키워드
Classification results; Inter-frame; Maximum a posteriori; Second orders; Speech/music classification; Maximum likelihood
- 제목
- Improving SVM-based speech/music classifier based on conditional MAP criterion
- 저자
- Lim, C.; Chang, J.-H.; Lee, S.-R.
- 발행일
- 2011-11
- 유형
- Conference Paper
- 저널명
- 2011 International Conference on ICT Convergence, ICTC 2011
- 페이지
- 335 ~ 336