상세정보
학술지
Higher-Order Moments for Musical Genre Classification
- 저자
- 서진수, 이승재
- 발행일
- 201108
- 출처
- Signal Processing, v.91 no.8, pp.2154-2157
- ISSN
- 0165-1684
- 출판사
- Elsevier
- 협약과제
- 11MT1500, DRM 비적용 환경에서의 콘텐츠 보호 유통기술개발, 유원영
- 초록
- This paper presents a study on the performance of the higher-order moments for musical genre classification. Especially the skewness and the kurtosis of the octave-scale subbands are considered. Experimental results on the widely used music datasets show that the higher-order moment features can improve classification accuracy when combined with the conventional lower-order moment features. © 2011 Elsevier B.V. All rights reserved.
- KSP 제안 키워드
- Genre classification, Higher-order moment, Moment features, classification accuracy, musical genre