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Volumn 22, Issue 12, 2014, Pages 1965-1977

Sequential complexity as a descriptor for musical similarity

Author keywords

Music content analysis; Musical similarity measures; Time series complexity

Indexed keywords

FORECASTING; TIME SERIES ANALYSIS;

EID: 84921782371     PISSN: 23299290     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASLP.2014.2357676     Document Type: Article
Times cited : (11)

References (78)
  • 1
    • 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
  • 2
    • 79952972450 scopus 로고    scopus 로고
    • A survey of audio-based music classification and annotation
    • Apr
    • Z. Fu, G. Lu, K. Ting, and D. Zhang, "A survey of audio-based music classification and annotation," IEEE Trans. Multimedia, vol. 13, no. 2, pp. 303-319, Apr. 2011.
    • (2011) IEEE Trans. Multimedia , vol.13 , Issue.2 , pp. 303-319
    • Fu, Z.1    Lu, G.2    Ting, K.3    Zhang, D.4
  • 6
    • 85032752479 scopus 로고    scopus 로고
    • Automatic genre classification of music content: A survey
    • Mar
    • N. Scaringella, G. Zoia, and D. Mlynek, "Automatic genre classification of music content: A survey," IEEE Signal Process. Mag., vol. 23, no. 2, pp. 133-141, Mar. 2006.
    • (2006) IEEE Signal Process. Mag , vol.23 , Issue.2 , pp. 133-141
    • Scaringella, N.1    Zoia, G.2    Mlynek, D.3
  • 8
    • 34547645414 scopus 로고    scopus 로고
    • The bag-of-frames approach to audio pattern recognition: A sufficient model for urban soundscapes but not for polyphonic music
    • J. Aucouturier, B. Defreville, and F. Pachet, "The bag-of-frames approach to audio pattern recognition: A sufficient model for urban soundscapes but not for polyphonic music," J. Acoust. Soc. Amer., vol. 122, p. 881, 2007.
    • (2007) J. Acoust. Soc. Amer , vol.122 , pp. 881
    • Aucouturier, J.1    Defreville, B.2    Pachet, F.3
  • 11
    • 0036648502 scopus 로고    scopus 로고
    • Musical genre classification of audio signals
    • Jul
    • G. Tzanetakis and P. Cook, "Musical genre classification of audio signals," IEEE Trans. Speech Audio Process., vol. 10, no. 5, pp. 293-302, Jul. 2002.
    • (2002) IEEE Trans. Speech Audio Process , vol.10 , Issue.5 , pp. 293-302
    • Tzanetakis, G.1    Cook, P.2
  • 12
    • 33646739998 scopus 로고    scopus 로고
    • Toward intelligentmusic information retrieval
    • Jun
    • T. Li andM.Ogihara, "Toward intelligentmusic information retrieval," IEEE Trans. Multimedia, vol. 8, no. 3, pp. 564-574, Jun. 2006.
    • (2006) IEEE Trans. Multimedia , vol.8 , Issue.3 , pp. 564-574
    • Li, T.1    Ogihara, M.2
  • 17
    • 2942735564 scopus 로고    scopus 로고
    • A large-scale evaluation of acoustic and subjective music-similarity measures
    • A. Berenzweig, B. Logan, D. Ellis, and B. Whitman, "A large-scale evaluation of acoustic and subjective music-similarity measures," Comput. Music J., vol. 28, no. 2, pp. 63-76, 2004.
    • (2004) Comput. Music J , vol.28 , Issue.2 , pp. 63-76
    • Berenzweig, A.1    Logan, B.2    Ellis, D.3    Whitman, B.4
  • 18
    • 84873528643 scopus 로고    scopus 로고
    • Song-level features and support vector machines for music classification
    • M. Mandel and D. Ellis, "Song-level features and support vector machines for music classification," in Proc. 6th Int. Conf. Music Inf. Retrieval (ISMIR), 2005, pp. 594-599.
    • (2005) Proc. 6th Int. Conf. Music Inf. Retrieval (ISMIR) , pp. 594-599
    • Mandel, M.1    Ellis, D.2
  • 19
    • 84873536012 scopus 로고    scopus 로고
    • A music retrieval system based on user driven similarity and its evaluation
    • F. Vignoli and S. Pauws, "A music retrieval system based on user driven similarity and its evaluation," in Proc. 6th Int. Conf. Music Inf.Retrieval (ISMIR), 2005, pp. 272-279.
    • (2005) Proc. 6th Int. Conf. Music Inf.Retrieval (ISMIR) , pp. 272-279
    • Vignoli, F.1    Pauws, S.2
  • 21
    • 0029442124 scopus 로고
    • Perceptual scaling of synthesized musical timbres: Common dimensions, specificities, and latent subject classes
    • S. McAdams, S. Winsberg, S. Donnadieu, G. De Soete, and J. Krimphoff, "Perceptual scaling of synthesized musical timbres: Common dimensions, specificities, and latent subject classes," Psychol. Res., vol.58, no. 3, pp. 177-192, 1995.
    • (1995) Psychol. Res , vol.58 , Issue.3 , pp. 177-192
    • McAdams, S.1    Winsberg, S.2    Donnadieu, S.3    De Soete, G.4    Krimphoff, J.5
  • 23
    • 33744973515 scopus 로고    scopus 로고
    • Modeling timbre distance with temporal statistics from polyphonic music
    • Jan
    • F. Mörchen, A. Ultsch, M. Thies, and I. Lohken, "Modeling timbre distance with temporal statistics from polyphonic music," IEEE Trans.Audio, Speech, Lang. Process., vol. 14, no. 1, pp. 81-90, Jan. 2006.
    • (2006) IEEE Trans.Audio, Speech, Lang. Process , vol.14 , Issue.1 , pp. 81-90
    • Mörchen, F.1    Ultsch, A.2    Thies, M.3    Lohken, I.4
  • 27
    • 67349176070 scopus 로고    scopus 로고
    • Automatic music genre classification based on modulation spectral analysis of spectral and cepstral features
    • Jun
    • C. Lee, J. Shih, K. Yu, and H. Lin, "Automatic music genre classification based on modulation spectral analysis of spectral and cepstral features," IEEE Trans. Multimedia, vol. 11, no. 4, pp. 670-682, Jun.2009.
    • (2009) IEEE Trans. Multimedia , vol.11 , Issue.4 , pp. 670-682
    • Lee, C.1    Shih, J.2    Yu, K.3    Lin, H.4
  • 28
  • 31
    • 0018019231 scopus 로고
    • Compression of individual sequences via variable-rate coding
    • Sep
    • J. Ziv and A. Lempel, "Compression of individual sequences via variable-rate coding," IEEE Trans. Inf. Theory, vol. IT-24, no. 5, pp.530-536, Sep. 1978.
    • (1978) IEEE Trans. Inf. Theory , vol.IT-24 , Issue.5 , pp. 530-536
    • Ziv, J.1    Lempel, A.2
  • 34
    • 84897583710 scopus 로고    scopus 로고
    • Discovering time-constrained sequential patterns for music genre classification
    • May
    • J. Ren and J. Jang, "Discovering time-constrained sequential patterns for music genre classification," IEEE Trans. Audio, Speech, Lang.Process., vol. 20, no. 4, pp. 1134-1144, May 2012.
    • (2012) IEEE Trans. Audio, Speech, Lang.Process , vol.20 , Issue.4 , pp. 1134-1144
    • Ren, J.1    Jang, J.2
  • 39
    • 85032771294 scopus 로고    scopus 로고
    • Locality-sensitive hashing for finding nearest neighbors
    • Feb
    • M. Slaney and M. Casey, "Locality-sensitive hashing for finding nearest neighbors," IEEE Signal Process. Mag., vol. 25, no. 2, pp.128-131, Feb. 2008.
    • (2008) IEEE Signal Process. Mag , vol.25 , Issue.2 , pp. 128-131
    • Slaney, M.1    Casey, M.2
  • 40
    • 79955440261 scopus 로고    scopus 로고
    • Investigating music collections at different scaleswith audiodb
    • C. Rhodes, T. Crawford, M. Casey, and M. d'Inverno, "Investigating music collections at different scaleswith audioDB," J. NewMusic Res., vol. 39, no. 4, pp. 337-348, 2010.
    • (2010) J. NewMusic Res , vol.39 , Issue.4 , pp. 337-348
    • Rhodes, C.1    Crawford, T.2    Casey, M.3    D'Inverno, M.4
  • 42
    • 11844294062 scopus 로고    scopus 로고
    • Algorithmic clustering of music based on string compression
    • R. Cilibrasi, P. M. B. Vitányi, and R. Wolf, "Algorithmic clustering of music based on string compression," Comput. Music J., vol. 28, no. 4, pp. 49-67, 2004.
    • (2004) Comput. Music J , vol.28 , Issue.4 , pp. 49-67
    • Cilibrasi, R.1    Vitányi, P.M.B.2    Wolf, R.3
  • 43
    • 64849101362 scopus 로고    scopus 로고
    • Unified view of prediction and repetition structure in audio signals with application to interest point detection
    • Feb
    • S. Dubnov, "Unified view of prediction and repetition structure in audio signals with application to interest point detection," IEEE Trans. Audio, Speech, Lang. Process., vol. 16, no. 2, pp. 327-337, Feb. 2008.
    • (2008) IEEE Trans. Audio, Speech, Lang. Process , vol.16 , Issue.2 , pp. 327-337
    • Dubnov, S.1
  • 44
    • 70449672583 scopus 로고    scopus 로고
    • Information dynamics: Patterns of expectation and surprise in the perception of music
    • S. Abdallah and M. Plumbley, "Information dynamics: Patterns of expectation and surprise in the perception of music," Connection Sci., vol. 21, no. 2-3, pp. 89-117, 2009.
    • (2009) Connection Sci , vol.21 , Issue.2-3 , pp. 89-117
    • Abdallah, S.1    Plumbley, M.2
  • 49
    • 0000082194 scopus 로고
    • Tonal consonance and critical bandwidth
    • R. Plomp and W. Levelt, "Tonal consonance and critical bandwidth," J. Acoust. Soc. Amer., vol. 38, p. 548, 1965.
    • (1965) J. Acoust. Soc. Amer , vol.38 , pp. 548
    • Plomp, R.1    Levelt, W.2
  • 50
    • 4344619180 scopus 로고    scopus 로고
    • Ph.D. dissertation, Univ. of Copenhagen, Copenhagen, Denmark
    • K. Jensen, "Timbre models of musical sounds," Ph.D. dissertation, Univ. of Copenhagen, Copenhagen, Denmark, 1999.
    • (1999) Timbre Models of Musical Sounds
    • Jensen, K.1
  • 57
    • 84991208002 scopus 로고    scopus 로고
    • On the non-existence of music: Why music theory is a figment of the imagination
    • G. A.Wiggins, D.Müllensiefen, and M. Pearce, "On the non-existence of music: Why music theory is a figment of the imagination," Musicae Sci., vol. 14, no. 1, pp. 231-255, 2010.
    • (2010) Musicae Sci , vol.14 , Issue.1 , pp. 231-255
    • Wiggins, G.A.1    Müllensiefen, D.2    Pearce, M.3
  • 58
    • 0002917116 scopus 로고
    • Seven strictures on similarity
    • Indianapolis, IN: Bobbs-Merrill
    • N. Goodman, "Seven strictures on similarity," in Problems and Projects. Indianapolis, IN: Bobbs-Merrill, 1972.
    • (1972) Problems and Projects
    • Goodman, N.1
  • 59
    • 58149411184 scopus 로고
    • Features of similarity
    • A. Tversky, "Features of similarity," Psychol. Rev., vol. 84, no. 4, p.327, 1977.
    • (1977) Psychol. Rev , vol.84 , Issue.4 , pp. 327
    • Tversky, A.1
  • 61
    • 79960657136 scopus 로고    scopus 로고
    • Unifying low-level and high-levelmusic similaritymeasures
    • Aug
    • D. Bogdanov, J. Serrà, N. Wack, P. Herrera, and X. Serra, "Unifying low-level and high-levelmusic similaritymeasures," IEEE Trans.Multimedia, vol. 13, no. 4, pp. 687-701, Aug. 2011.
    • (2011) IEEE Trans.Multimedia , vol.13 , Issue.4 , pp. 687-701
    • Bogdanov, D.1    Serrà, J.2    Wack, N.3    Herrera, P.4    Serra, X.5
  • 62
    • 77949592967 scopus 로고    scopus 로고
    • The music information retrieval evaluation exchange: Some observations and insights
    • New York, NY, USA: Springer
    • J. Downie, A. F. Ehmann, M. Bay, and M. C. Jones, "The music information retrieval evaluation exchange: Some observations and insights," in Advances in Music Information Retrieval. New York, NY, USA: Springer, 2010, pp. 93-115.
    • (2010) Advances in Music Information Retrieval , pp. 93-115
    • Downie, J.1    Ehmann, A.F.2    Bay, M.3    Jones, M.C.4
  • 65
    • 83755187934 scopus 로고    scopus 로고
    • Predictability of music descriptor time series and its application to cover song detection
    • Feb
    • J. Serrà, H. Kantz, X. Serra, and R. Andrzejak, "Predictability of music descriptor time series and its application to cover song detection," IEEE Trans. Audio, Speech, Lang. Process., vol. 20, no. 2, pp. 514-525, Feb.2012.
    • (2012) IEEE Trans. Audio, Speech, Lang. Process , vol.20 , Issue.2 , pp. 514-525
    • Serrà, J.1    Kantz, H.2    Serra, X.3    Andrzejak, R.4
  • 66
    • 0000779360 scopus 로고
    • Detecting strange attractors in turbulence
    • F. Takens, "Detecting strange attractors in turbulence," Dynam. Syst.Turb., pp. 366-381, 1981.
    • (1981) Dynam. Syst.Turb , pp. 366-381
    • Takens, F.1
  • 68
    • 84855374161 scopus 로고    scopus 로고
    • Measuring the performance of ordinal classification
    • J. Cardoso and R. Sousa, "Measuring the performance of ordinal classification," Int. J. Pattern Recogn. Artif. Intell., vol. 25, no. 08, pp.1173-1195, 2011.
    • (2011) Int. J. Pattern Recogn. Artif. Intell , vol.25 , Issue.8 , pp. 1173-1195
    • Cardoso, J.1    Sousa, R.2
  • 69
    • 39649085857 scopus 로고    scopus 로고
    • The unimodal model for the classification of ordinal data
    • J. Pinto da Costa, H. Alonso, and J. Cardoso, "The unimodal model for the classification of ordinal data," Neural Netw., vol. 21, no. 1, pp.78-91, 2008.
    • (2008) Neural Netw , vol.21 , Issue.1 , pp. 78-91
    • Pinto Da Costa, J.1    Alonso, H.2    Cardoso, J.3
  • 70
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and variable selection via the elastic net
    • H. Zou and T. Hastie, "Regularization and variable selection via the elastic net," J. R. Statist. Soc.: Ser. B (Statist. Methodol.), vol. 67, no.2, pp. 301-320, 2005.
    • (2005) J. R. Statist. Soc.: Ser. B (Statist. Methodol.) , vol.67 , Issue.2 , pp. 301-320
    • Zou, H.1    Hastie, T.2
  • 71
    • 77950537175 scopus 로고    scopus 로고
    • Regularization paths for generalized linear models via coordinate descent
    • Feb
    • J. Friedman, T. Hastie, and R. Tibshirani, "Regularization paths for generalized linear models via coordinate descent," J. Statist. Software, vol. 33, no. 1, pp. 1-22, Feb. 2010.
    • (2010) J. Statist. Software , vol.33 , Issue.1 , pp. 1-22
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 72
    • 77956580684 scopus 로고    scopus 로고
    • Effects of album and artist filters in audio similarity computed for very large music databases
    • A. Flexer and D. Schnitzer, "Effects of album and artist filters in audio similarity computed for very large music databases," Comput. Music J., vol. 34, no. 3, pp. 20-28, 2010.
    • (2010) Comput. Music J , vol.34 , Issue.3 , pp. 20-28
    • Flexer, A.1    Schnitzer, D.2
  • 75
    • 84986792205 scopus 로고
    • An introduction to long-memory time series models and fractional differencing
    • C. W. Granger and R. Joyeux, "An introduction to long-memory time series models and fractional differencing," J. Time Series Anal., vol. 1, no. 1, pp. 15-29, 1980.
    • (1980) J. Time Series Anal , vol.1 , Issue.1 , pp. 15-29
    • Granger, C.W.1    Joyeux, R.2
  • 76
    • 0033906002 scopus 로고    scopus 로고
    • PPM performance with bwt complexity: A new method for lossless data compression
    • M. Effros, "PPM performance with BWT complexity: A new method for lossless data compression," in Proc. Data Compress. Conf, 2000, pp. 203-212.
    • (2000) Proc. Data Compress. Conf , pp. 203-212
    • Effros, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.