Identification of cover songs using information theoretic measures of similarity

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2013, Pages 739-743

  Foster, Peter ^a   Dixon, Simon ^a   Klapuri, Anssi ^b  

^a QUEEN MARY UNIVERSITY OF LONDON   (United Kingdom)

^b Ovelin   (Finland)

Author keywords

audio similarity measures; Cover song detection; normalised compression distance; time series prediction

Indexed keywords

AUDIO SIMILARITIES; COVER SONGS; DATA SET; INFORMATION THEORETIC MEASURE; NORMALISED COMPRESSION DISTANCE; PREDICTION ERRORS; TIME SERIES PREDICTION;

COMPRESSIBILITY; INFORMATION THEORY; SIGNAL PROCESSING; TIME SERIES;

FORECASTING;

EID: 84890494473     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2013.6637746     Document Type: Conference Paper

References (20)

1. J. Serrà, Identification of versions of the same musical composition by processing audio descriptions, Ph.D. thesis, Universitat Pompeu Fabra, Barcelona, 2011.
2. D.P.W. Ellis and G.E. Poliner, "Identifying 'cover songs' with chroma features and dynamic programming beat tracking," in Proc. Intern. Conf. Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2007, vol. 4, pp. 1429-1432.
3. J. Serrà, E. Gómez, P. Herrera, and X. Serra, "Chroma binary similarity and local alignment applied to cover song identification, " IEEE Trans. Audio, Speech, and Language Processing, vol. 16, no. 6, pp. 1138-1151, 2008.
4. J. Serrà, X. Serra, and R.G. Andrzejak, "Cross recurrence quantification for cover song identification," New Journal of Physics, vol. 11, no. 9, 2009.
5. J.P. Bello, "Measuring structural similarity in music," IEEE Trans. Audio, Speech, and Language Processing, vol. 19, no. 7, pp. 2013-2025, 2011.
6. J. Serrà, H. Kantz, X. Serra, and R.G. Andrzejak, "Predictability of music descriptor time series and its application to cover song detection," IEEE Trans. Audio, Speech, and Language Processing, vol. 20, no. 2, pp. 514-525, 2012.
7. R. Cilibrasi and P.M.B. Vitányi, "Clustering by compression," IEEE Trans. Information Theory, vol. 51, no. 4, pp. 1523-1545, 2005.
8. T.E. Ahonen, "Measuring harmonic similarity using ppmbased compression distance," in Proc. Workshop on Exploring Musical Information Spaces, 2009.
9. I. Tabus, V. Tabus, and J. Astola, "Information theoretic methods for aligning audio signals using chromagram representations," in Proc. 5th Intern. Symposium on Communications Control and Signal Processing (ISCCSP). IEEE, 2012, pp. 1-4.
10. A. Berenzweig, B. Logan, D.P.W. Ellis, and B. Whitman, "A large-scale evaluation of acoustic and subjective musicsimilarity measures," Computer Music Journal, vol. 28, no. 2, pp. 63-76, 2004.
11. J. Ziv and A. Lempel, "A universal algorithm for sequential data compression," IEEE Trans. Information Theory, vol. 23, no. 3, pp. 337-343, 1977.
12. M. Li, X. Chen, X. Li, B. Ma, and P.M.B. Vitányi, "The similarity metric," IEEE Trans. Information Theory, vol. 50, no. 12, pp. 3250-3264, 2004.
13. A. Kaltchenko, "Algorithms for estimating information distance with application to bioinformatics and linguistics," in Proc. Canadian Conference on Electrical and Computer Engineering. IEEE, 2004, vol. 4, pp. 2255-2258.
14. F. Takens, "Detecting strange attractors in turbulence," Dynamical systems and turbulence, pp. 366-381, 1981.
15. J. Cleary and I. Witten, "Data compression using adaptive coding and partial string matching," IEEE Trans. Communications, vol. 32, no. 4, pp. 396-402, 1984.
16. M. Burrows and D.J. Wheeler, "A block-sorting lossless data compression algorithm," Tech. Rep., Digital Equipment Corporation, 1994.
17. S. Ravuri and D.P.W. Ellis, "Cover song detection: from high scores to general classification," in Proc. Intern. Conf. Acoustics Speech and Signal Processing (ICASSP). IEEE, 2010, pp. 65-68.
18. M. Friedman, "The use of ranks to avoid the assumption of normality implicit in the analysis of variance," Journal of the American Statistical Association, vol. 32, no. 200, pp. 675-701, 1937.
19. J.W. Tukey, The problem of multiple comparisons, Princeton University, 1973.
20. H. Kaplan and E. Verbin, "Most Burrows-Wheeler based compressors are not optimal," in Combinatorial Pattern Matching. Springer, 2007, pp. 107-118.