메뉴 건너뛰기




Volumn , Issue , 2015, Pages

Deep learning, audio adversaries, and music content analysis

Author keywords

Deep Learning; Music Content Analysis

Indexed keywords

AUDIO RECORDINGS; AUDIO SIGNAL PROCESSING; SIGNAL PROCESSING;

EID: 84960877586     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WASPAA.2015.7336950     Document Type: Conference Paper
Times cited : (12)

References (26)
  • 3
    • 84873584268 scopus 로고    scopus 로고
    • Learning features from music audio with deep belief networks
    • P. Hamel and D. Eck, "Learning features from music audio with deep belief networks." in Proc. Int. Soc. Music Info. Retrieval, 2010, pp. 339-344.
    • (2010) Proc. Int. Soc. Music Info. Retrieval , pp. 339-344
    • Hamel, P.1    Eck, D.2
  • 6
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • G. Hinton, S. Osindero, and Y.-W. Teh, "A fast learning algorithm for deep belief nets," Neural computation, vol. 18, no. 7, pp. 1527-1554, 2006.
    • (2006) Neural Computation , vol.18 , Issue.7 , pp. 1527-1554
    • Hinton, G.1    Osindero, S.2    Teh, Y.-W.3
  • 8
    • 84888315556 scopus 로고    scopus 로고
    • Feature learning and deep architectures: New directions for music informatics
    • E. J. Humphrey, J. P. Bello, and Y. LeCun, "Feature learning and deep architectures: New directions for music informatics," J. Intell. Info. Systems, vol. 41, no. 3, pp. 461-481, 2013.
    • (2013) J. Intell. Info. Systems , vol.41 , Issue.3 , pp. 461-481
    • Humphrey, E.J.1    Bello, J.P.2    LeCun, Y.3
  • 9
    • 64649105397 scopus 로고    scopus 로고
    • Content-based music information retrieval: Current directions and future challenges
    • Apr
    • M. Casey, R. Veltkamp, M. Goto, M. Leman, C. Rhodes, and M. Slaney, "Content-based music information retrieval: Current directions and future challenges," Proc. IEEE, vol. 96, no. 4, pp. 668-696, Apr. 2008.
    • (2008) Proc. IEEE , vol.96 , Issue.4 , pp. 668-696
    • Casey, M.1    Veltkamp, R.2    Goto, M.3    Leman, M.4    Rhodes, C.5    Slaney, M.6
  • 10
    • 79955587289 scopus 로고    scopus 로고
    • Web-scale multimedia analysis: Does content matter
    • Feb
    • M. Slaney, "Web-scale multimedia analysis: Does content matter?" IEEE Multimedia, vol. 18, no. 2, pp. 12-15, Feb. 2011.
    • (2011) IEEE Multimedia , vol.18 , Issue.2 , pp. 12-15
    • Slaney, M.1
  • 14
    • 84952053267 scopus 로고    scopus 로고
    • Deep neural networks are easily fooled: High confidence predictions for unrecognizable images
    • A. Nguyen, J. Yosinski, and J. Clune, "Deep neural networks are easily fooled: High confidence predictions for unrecognizable images," CoRR, vol. abs/1412.1897, 2014. [Online]. Available: http://arxiv.org/abs/1412.1897
    • (2014) CoRR abs/1412.1897
    • Nguyen, A.1    Yosinski, J.2    Clune, J.3
  • 15
    • 84888353738 scopus 로고    scopus 로고
    • Classification accuracy is not enough
    • B. L. Sturm, "Classification accuracy is not enough," J. Intell. Info. Systems, vol. 41, no. 3, pp. 371-406, 2013.
    • (2013) J. Intell. Info. Systems , vol.41 , Issue.3 , pp. 371-406
    • Sturm, B.L.1
  • 16
    • 84902659726 scopus 로고    scopus 로고
    • The state of the art ten years after a state of the art: Future research in music information retrieval
    • B. Sturm, "The state of the art ten years after a state of the art: Future research in music information retrieval," Journal of New Music Research, vol. 43, no. 2, pp. 147-172, 2014.
    • (2014) Journal of New Music Research , vol.43 , Issue.2 , pp. 147-172
    • Sturm, B.1
  • 17
    • 84907449171 scopus 로고    scopus 로고
    • A simple method to determine if a music information retrieval system is a "horse
    • Oct
    • -, "A simple method to determine if a music information retrieval system is a "horse"," IEEE Trans. Multimedia, vol. 16, no. 6, pp. 1636-1644, Oct 2014.
    • (2014) IEEE Trans. Multimedia , vol.16 , Issue.6 , pp. 1636-1644
    • Sturm, B.1
  • 19
    • 0021407831 scopus 로고
    • Signal estimation from modified short-time fourier transform
    • D. Griffin and J. S. Lim, "Signal estimation from modified short-time fourier transform," IEEE Trans. Acoustics, Speech, Signal Process., vol. 32, no. 2, pp. 236-243, 1984.
    • (1984) IEEE Trans. Acoustics, Speech, Signal Process , vol.32 , Issue.2 , pp. 236-243
    • Griffin, D.1    Lim, J.S.2
  • 20
    • 0036648502 scopus 로고    scopus 로고
    • Musical genre classification of audio signals
    • July
    • G. Tzanetakis and P. Cook, "Musical genre classification of audio signals," IEEE Trans. Speech, Audio, Signal Process., vol. 10, no. 5, pp. 293-302, July 2002.
    • (2002) IEEE Trans. Speech, Audio, Signal Process , vol.10 , Issue.5 , pp. 293-302
    • Tzanetakis, G.1    Cook, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.