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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국지능시스템학회 INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS Vol.10 No.1
- 발행연도
- 2010.3
- 수록면
- 7 - 11 (5page)
이용수
초록· 키워드
오류제보하기
In this paper, we propose an improved speech/music discrimination method based on a feature combination and dimensionality reduction approach. To improve discrimination ability, we use a feature based on spectral duration analysis and employ the hierarchical dimensionality reduction (HDR) method to reduce the effect of correlated features. Through various kinds of experiments on speech and music, it is shown that the proposed method showed high discrimination results when compared with conventional methods.
목차
Abstract
1. Introduction
2. Selected Features
3. Proposed Speech/Music Discrimination
4. Experimental Results
5. Conclusion
References
참고문헌 (10)
참고문헌 신청
1. [학술대회논문] - J. Saunders / 1996 / Real-time discrimination of broadcast speech/music / Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP) : 993 ~ 996
2. [학술대회논문] - E. Scheirer / 1997 / Construction and evaluation of a robust multifeature speech/music discriminator / Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP) : 1331 ~ 1334
3. [학술지(정기간행물)] - T. Zhang / 2001 / Audio content analysis for online audiovisual data segmentation and classification / IEEE Trans. on Speech and Audio Processing 9 (4) : 441 ~ 457
4. [학술지(정기간행물)] - L. Lu / 2002 / Content analysis for audio classification and segmentation / IEEE Trans. on Speech and Audio Processing 10 (7) : 504 ~ 516
5. [학술대회논문] - J.-S. Keum / 2006 / Speech/music discrimination using spectral peak feature for speaker indexing / Proc. IEEE Int. Sym. on Intelligent Signal Processing and Communication Systems (ISPACS) : 323 ~ 326
2. [학술대회논문] - E. Scheirer / 1997 / Construction and evaluation of a robust multifeature speech/music discriminator / Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP) : 1331 ~ 1334
3. [학술지(정기간행물)] - T. Zhang / 2001 / Audio content analysis for online audiovisual data segmentation and classification / IEEE Trans. on Speech and Audio Processing 9 (4) : 441 ~ 457
4. [학술지(정기간행물)] - L. Lu / 2002 / Content analysis for audio classification and segmentation / IEEE Trans. on Speech and Audio Processing 10 (7) : 504 ~ 516
5. [학술대회논문] - J.-S. Keum / 2006 / Speech/music discrimination using spectral peak feature for speaker indexing / Proc. IEEE Int. Sym. on Intelligent Signal Processing and Communication Systems (ISPACS) : 323 ~ 326
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UCI(KEPA) : I410-ECN-0101-2010-028-002247580