메뉴 건너뛰기




Volumn , Issue , 2009, Pages 651-656

SMERS: Music emotion recognition using support vector regression

Author keywords

[No Author keywords available]

Indexed keywords

CARTESIANS; COGNITIVE SCIENCE; EMOTION MODELS; MACHINE LEARNING CLASSIFICATION; MOOD DETECTION; MUSIC EMOTIONS; MUSIC RETRIEVAL; POLAR COORDINATE SYSTEMS; POLAR REPRESENTATION; RECOGNITION PROCESS; REGRESSION FUNCTION; SUPPORT VECTOR REGRESSION (SVR);

EID: 84873695101     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (91)

References (17)
  • 1
    • 33747192009 scopus 로고    scopus 로고
    • An introduction to query by humming with the vocal search system
    • W. Birmingham, R. Dannenberg and B. Pardo: "An Introduction to Query by Humming with the Vocal Search System, " Communications of the ACM, Vol. 49 (8), pp. 49-52, 2006.
    • (2006) Communications of the ACM , vol.49 , Issue.8 , pp. 49-52
    • Birmingham, W.1    Dannenberg, R.2    Pardo, B.3
  • 2
    • 43849100579 scopus 로고    scopus 로고
    • MUSEMBLE: A novel music retrieval system with automatic voice query transcription and reformulation
    • S. Rho, B. Han, E. Hwang and M. Kim: "MUSEMBLE: A Novel Music Retrieval System with Automatic Voice Query Transcription and Reformulation, " Journal of Systems and Software (Elsevier), Vol. 81(7), pp. 1065-1080, 2008.
    • (2008) Journal of Systems and Software (Elsevier) , vol.81 , Issue.7 , pp. 1065-1080
    • Rho, S.1    Han, B.2    Hwang, E.3    Kim, M.4
  • 4
    • 33744975700 scopus 로고    scopus 로고
    • Automatic mood detection and tracking of music audio signals
    • L. Lie, D. Liu and Hong-Jiang Zhang: "Automatic Mood Detection and Tracking of Music Audio Signals, " IEEE Trans. on ASLP, Vol. 14(1), 2006.
    • (2006) IEEE Trans. on ASLP , vol.14 , Issue.1
    • Lie, L.1    Liu, D.2    Zhang, H.-J.3
  • 6
    • 4043137356 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • Smola, Alex J., et al.: "A tutorial on support vector regression, " Statistics and Computing, Vol.14, pp.199-222, 2004.
    • (2004) Statistics and Computing , vol.14 , pp. 199-222
    • Smola, A.J.1
  • 8
    • 69949146648 scopus 로고    scopus 로고
    • Music information retrieval by detecting mood via computational media aesthetics
    • Y. Feng, Y. Zhuang, Y. Pan : "Music information retrieval by detecting mood via computational media aesthetics, " Proc. of IEEE/WIC Intl. Conf., Web Intelligence, pp. 235-241, 2003.
    • (2003) Proc. of IEEE/WIC Intl. Conf., Web Intelligence , pp. 235-241
    • Feng, Y.1    Zhuang, Y.2    Pan, Y.3
  • 9
    • 0002896902 scopus 로고    scopus 로고
    • FEELTRACE: An instrument for recording perceived emotion in real time
    • E. Cowie, et al.: "'FEELTRACE': An instrument for recording perceived emotion in real time, " Proc. of Speech Emotion, pp. 19-24, 2000.
    • (2000) Proc. of Speech Emotion , pp. 19-24
    • Cowie, E.1
  • 10
    • 39649108781 scopus 로고    scopus 로고
    • A regression approach to music emotion recognition
    • Y.H. Yang, et al.: "A regression approach to music emotion recognition, " IEEE Trans. on ASLP, Vol. 16 (2), pp. 448-457, 2008.
    • (2008) IEEE Trans. on ASLP , vol.16 , Issue.2 , pp. 448-457
    • Yang, Y.H.1
  • 11
    • 84873457081 scopus 로고    scopus 로고
    • Available
    • "The All Music Guide, " Available: http://www.allmusic.com.
    • The All Music Guide
  • 14
    • 34547495486 scopus 로고    scopus 로고
    • Identifying Cover Song with chroma features and dynamic programming beat tracking
    • D. Ellis, P.W. Poliner, E. Graham: "Identifying 'Cover Songs' with chroma features and dynamic programming beat tracking, " IEEE Conf. on ICASSP, Vol. 4, 1429-1432, 2007.
    • (2007) IEEE Conf. on ICASSP , vol.4 , pp. 1429-1432
    • Ellis, D.1    Poliner, P.W.2    Graham, E.3
  • 15
    • 17444438778 scopus 로고    scopus 로고
    • New support vector algorithms
    • B. Schölkopf, et. al.: "New support vector algorithms, " Neural Computation, Vol.12, 2000.
    • (2000) Neural Computation , vol.12
    • Schölkopf, B.1
  • 17
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • Hsu, Chih-Wei., and Lin, Chih-Jen: "A comparison of methods for multiclass support vector machines, " IEEE Trans. on Neural Networks, Vol.13(2), pp.415-425, 2002.
    • (2002) IEEE Trans. on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.