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Improving SVM-based speech/music classifier based on conditional MAP criterion
- Chang, Joon Hyuk;
- Lim, Chungsoo;
- Lee, Seong-Ro
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.
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
- Chang, Joon Hyuk; Lim, Chungsoo; Lee, Seong-Ro
- 발행일
- 2011-09
- 유형
- Proceeding
- 저널명
- ICTC
- 페이지
- 28 ~ 30