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Volumn 41, Issue 3, 2013, Pages 461-481

Feature learning and deep architectures: New directions for music informatics

Author keywords

Deep learning; Music informatics; Signal processing

Indexed keywords

DEEP ARCHITECTURES; DEEP LEARNING; FEATURE LEARNING; MUSIC INFORMATICS; MUSIC SIGNAL ANALYSIS; POTENTIAL IMPACTS; PROCESSING ARCHITECTURES; STATE OF THE ART;

EID: 84888315556     PISSN: 09259902     EISSN: 15737675     Source Type: Journal    
DOI: 10.1007/s10844-013-0248-5     Document Type: Article
Times cited : (119)

References (52)
  • 3
    • 69349090197 scopus 로고    scopus 로고
    • Learning deep architectures for AI
    • 2480723 10.1561/2200000006
    • Bengio, Y. (2009). Learning deep architectures for AI. Foundations and Trends in Machine Learning, 2(1), 1-127.
    • (2009) Foundations and Trends in Machine Learning , vol.2 , Issue.1 , pp. 1-127
    • Bengio, Y.1
  • 6
    • 2942735564 scopus 로고    scopus 로고
    • A large-scale evaluation of acoustic and subjective music-similarity measures
    • 10.1162/014892604323112257
    • Berenzweig, A., Logan, B., Ellis, D.P., Whitman, B. (2004). A large-scale evaluation of acoustic and subjective music-similarity measures. Computer Music Journal, 28(2), 63-76.
    • (2004) Computer Music Journal , vol.28 , Issue.2 , pp. 63-76
    • Berenzweig, A.1    Logan, B.2    Ellis, D.P.3    Whitman, B.4
  • 11
    • 64649105397 scopus 로고    scopus 로고
    • Content-based music information retrieval: Current directions and future challenges
    • 10.1109/JPROC.2008.916370
    • Casey, M., Veltkamp, R., Goto, M., Leman, M., Rhodes, C., Slaney, M. (2008). Content-based music information retrieval: current directions and future challenges. Proceedings of the IEEE, 96(4), 668-696.
    • (2008) Proceedings of the 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
  • 13
    • 79960538597 scopus 로고    scopus 로고
    • Predictive tabla modelling using variable-length markov and hidden markov models
    • 10.1080/09298215.2011.576318
    • Chordia, P., Sastry, A., Sentürk, S. (2011). Predictive tabla modelling using variable-length markov and hidden markov models. Journal of New Music Research, 40(2), 105-118.
    • (2011) Journal of New Music Research , vol.40 , Issue.2 , pp. 105-118
    • Chordia, P.1    Sastry, A.2    Sentürk, S.3
  • 15
    • 85137018710 scopus 로고
    • An on-line algorithm for real-time accompaniment
    • Dannenberg, R. (1984). An on-line algorithm for real-time accompaniment. In Proc. Int. Computer Music Conf. (pp. 193-198).
    • (1984) Proc. Int. Computer Music Conf , pp. 193-198
    • Dannenberg, R.1
  • 16
    • 0019053271 scopus 로고
    • Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences
    • 10.1109/TASSP.1980.1163420
    • Davis, S., & Mermelstein, P. (1980). Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences. IEEE Transactions on Acoustics, Speech and Signal Processing, 28(4), 357-366.
    • (1980) IEEE Transactions on Acoustics, Speech and Signal Processing , vol.28 , Issue.4 , pp. 357-366
    • Davis, S.1    Mermelstein, P.2
  • 18
    • 36048982830 scopus 로고    scopus 로고
    • Evaluation of the audio beat tracking system beatroot
    • 10.1080/09298210701653310
    • Dixon, S. (2007). Evaluation of the audio beat tracking system Beatroot. Journal of New Music Research, 36(1), 39-50.
    • (2007) Journal of New Music Research , vol.36 , Issue.1 , pp. 39-50
    • Dixon, S.1
  • 19
    • 77950415684 scopus 로고
    • Resonance and the perception of musical meter
    • Edward, W., & Kolen, J.F. (1994). Resonance and the perception of musical meter. Connection Science, 6(2-3), 177-208.
    • (1994) Connection Science , vol.6 , Issue.2-3 , pp. 177-208
    • Edward, W.1    Kolen, J.F.2
  • 21
    • 85099848325 scopus 로고    scopus 로고
    • Realtime chord recognition of musical sound: A system using common lisp music
    • Fujishima, T. (1999). Realtime chord recognition of musical sound: a system using common lisp music. In Proc. int. computer music conf.
    • (1999) Proc. Int. Computer Music Conf.
    • Fujishima, T.1
  • 22
    • 85159696412 scopus 로고
    • A real-time beat tracking system for audio signals
    • Goto, M., & Muraoka, Y. (1995). A real-time beat tracking system for audio signals. In Proc. int. computer music conf. (pp. 171-174).
    • (1995) Proc. Int. Computer Music Conf. , pp. 171-174
    • Goto, M.1    Muraoka, Y.2
  • 23
    • 85008065700 scopus 로고    scopus 로고
    • Extracting predominant local pulse information from music recordings
    • 10.1109/TASL.2010.2096216
    • Grosche, P., & Müller, M. (2011). Extracting predominant local pulse information from music recordings. IEEE Transactions on Audio, Speech and Language Processing, 19(6), 1688-1701.
    • (2011) IEEE Transactions on Audio, Speech and Language Processing , vol.19 , Issue.6 , pp. 1688-1701
    • Grosche, P.1    Müller, M.2
  • 26
    • 85032751458 scopus 로고    scopus 로고
    • Deep neural networks for acoustic modeling in speech recognition
    • 10.1109/MSP.2012.2205597
    • Hinton, G., Deng, L., Yu, D., Dahl, G., Mohamed, A.r., Jaitly, N., Senior, A., Vanhoucke, V., Nguyen, P., Sainath, T., Kingsbury, B. (2012). Deep neural networks for acoustic modeling in speech recognition. IEEE Signal Processing Magazine. doi: 10.1109/MSP.2012.2205597.
    • (2012) IEEE Signal Processing Magazine
    • Hinton, G.1    Deng, L.2    Yu, D.3    Dahl, G.4    Mohamed, A.5
  • 27
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • 2224485 10.1162/neco.2006.18.7.1527
    • Hinton, G.E., Osindero, S., Teh, Y. (2006). A fast learning algorithm for deep belief nets. Neural Computation, 18(7), 1527-1554.
    • (2006) Neural Computation , vol.18 , Issue.7 , pp. 1527-1554
    • Hinton, G.E.1    Osindero, S.2    Teh, Y.3
  • 30
    • 84857839546 scopus 로고    scopus 로고
    • Non-linear semantic embedding for organizing large instrument sample libraries
    • Humphrey, E.J., Glennon, A.P., Bello, J.P. (2010). Non-linear semantic embedding for organizing large instrument sample libraries. In Proc. ICMLA.
    • (2010) Proc. ICMLA.
    • Humphrey, E.J.1    Glennon, A.P.2    Bello, J.P.3
  • 34
    • 45749110924 scopus 로고    scopus 로고
    • Representational power of restricted Boltzmann machines and deep belief networks
    • 2410370 10.1162/neco.2008.04-07-510
    • Le Roux, N., & Bengio, Y. (2008). Representational power of restricted Boltzmann machines and deep belief networks. Neural Computation, 20(6), 1631-1649.
    • (2008) Neural Computation , vol.20 , Issue.6 , pp. 1631-1649
    • Le Roux, N.1    Bengio, Y.2
  • 39
    • 63049114780 scopus 로고    scopus 로고
    • Music information retrieval using social tags and audio
    • 10.1109/TMM.2009.2012913
    • Levy, M., & Sandler, M. (2009). Music information retrieval using social tags and audio. IEEE Transactions on Multimedia, 11(3), 383-395.
    • (2009) IEEE Transactions on Multimedia , vol.11 , Issue.3 , pp. 383-395
    • Levy, M.1    Sandler, M.2
  • 40
    • 78149304826 scopus 로고    scopus 로고
    • Sound retrieval and ranking using sparse auditory representations
    • 10.1162/NECO-a-00011
    • Lyon, R., Rehn, M., Bengio, S., Walters, T., Chechik, G. (2010). Sound retrieval and ranking using sparse auditory representations. Neural computation, 22(9), 2390-2416.
    • (2010) Neural Computation , vol.22 , Issue.9 , pp. 2390-2416
    • Lyon, R.1    Rehn, M.2    Bengio, S.3    Walters, T.4    Chechik, G.5
  • 42
    • 77955798097 scopus 로고    scopus 로고
    • Simultaneous estimation of chords and musical context from audio
    • 10.1109/TASL.2009.2032947
    • Mauch, M., & Dixon, S. (2010). Simultaneous estimation of chords and musical context from audio. IEEE Transactions on Audio, Speech and Language Processing, 18(6), 1280-1289.
    • (2010) IEEE Transactions on Audio, Speech and Language Processing , vol.18 , Issue.6 , pp. 1280-1289
    • Mauch, M.1    Dixon, S.2
  • 45
    • 84870562580 scopus 로고    scopus 로고
    • Chroma Toolbox: MATLAB implementations for extracting variants of chroma-based audio features
    • Miami, USA
    • Müller, M., & Ewert, S. (2011). Chroma Toolbox: MATLAB implementations for extracting variants of chroma-based audio features. In Proc. 12th Int. Conf. on Music Information Retrieval (ISMIR). Miami, USA.
    • (2011) Proc. 12th Int. Conf. on Music Information Retrieval (ISMIR)
    • Müller, M.1    Ewert, S.2
  • 47
    • 0031972902 scopus 로고    scopus 로고
    • Tempo and beat analysis of acoustic musical signals
    • 10.1121/1.421129
    • Scheirer, E.D. (1998). Tempo and beat analysis of acoustic musical signals. Journal of the Acoustical Society of America, 103(1), 588-601.
    • (1998) Journal of the Acoustical Society of America , vol.103 , Issue.1 , pp. 588-601
    • Scheirer, E.D.1
  • 50
    • 79955587289 scopus 로고    scopus 로고
    • Web-scale multimedia analysis: Does content matter
    • 10.1109/MMUL.2011.34
    • Slaney, M. (2011). Web-scale multimedia analysis: does content matter IEEE Multimedia, 18(2), 12-15.
    • (2011) IEEE Multimedia , vol.18 , Issue.2 , pp. 12-15
    • Slaney, M.1
  • 52
    • 84873481198 scopus 로고    scopus 로고
    • Automatic extraction of music descriptors from acoustic signals using EDS
    • Zils, A., & Pachet, F. (2004). Automatic extraction of music descriptors from acoustic signals using EDS. In Proc. AES.
    • (2004) Proc. AES
    • Zils, A.1    Pachet, F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.