A generic system for audio indexing: Application to speech/ music segmentation and music genre recognition

Proceedings of the International Conference on Digital Audio Effects, DAFx

Volumn , Issue , 2007, Pages 205-212

  Peeters, Geoffroy ^a  

^a Université Pierre et Marie Curie   (France)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO ACOUSTICS; INDEXING (OF INFORMATION); MUSIC; SPEECH RECOGNITION;

AUDIO INDEXING; FEATURE SPACE; FEATURES EXTRACTION; FEATURES SELECTION; GENERIC SYSTEM; MUSIC GENRE; MUSIC SEGMENTATIONS; PERFORMANCE; STATISTIC MODELING; TRANSFORM MODELS;

FEATURE EXTRACTION;

EID: 84872729314     PISSN: 24136700     EISSN: 24136689     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (26)

1. E. Frank, L. Trigg, M. Hall, and R. Kirkby, "Weka: Waikato environment for knowledge analysis," 1999-2000.
2. F. Pachet and A. Zils, "Automatic extraction of music descriptors from acoustic signals," in Proc. of ISMIR, Barcelona, Spain, 2004.
3. D. McEnnis, C. McKay, I. Fujinaga, and P. Depalle, "jaudio: A feature extraction library," in Proc. of ISMIR, London, UK, 2005.
4. C. McKay, R. Fiebrink, D. McEnnis, B. Li, and I. Fujinaga, "Ace: A framework for optimizing music classification," in Proc. of ISMIR, London, UK, 2005.
5. G. Tzanetakis and P. Cook, "Marsyas: a framework for audio analysis," Organised Sound, vol. 4, no. 3, 1999.
6. (International Music Information Retrieval Systems Evaluation Laboratory) IMIRSEL, "Introducing m2k and d2k," in Proc. of ISMIR, Barcelona, Spain, 2004.
7. G. Peeters, "Automatic classification of large musical instrument databases using hierarchical classifiers with inertia ratio maximization," in Proc. of AES 115th Convention, New York, USA, 2003.
8. K. Sjolander and J. Beskow, "Wavesurfer - an open source speech tool," in ICSLP, 2000.
9. G. Peeters, "A large set of audio features for sound description (similarity and classification) in the cuidado project.," Cuidado i.s.t. report, IRCAM, 2004.
10. G. Peeters, A. Laburthe, and X. Rodet, "Toward automatic music audio summary generation from signal analysis," in Proc. of ISMIR, Paris, France, 2002, pp. 94-100.
11. B. Whitman and D. Ellis, "Automatic record reviews," in Proc. of ISMIR, Barcelona, Spain, 2004.
12. M. McKinney and J. Breebaart, "Features for audio and music classification," in Proc. of ISMIR, Baltimore, US, 2003.
13. S. Galliano, E. Geoffrois, D. Mostefa, K. Choukri, J.-F. Bonastre, and G. Gravier, "The ester phase ii evaluation campaign for the rich transcription of french broadcast news," in European Conf. on Speech Communication and Technology, 2005.
14. E. Scheirer and M. Slaney, "Construction and evaluation of a robust multifeature speech/music discriminator," in Proc. of IEEE ICASSP, Munich, Germany, 1997.
15. J. Saunders, "Real-time discrimination of broadcast speech/music," in Proc. of IEEE ICASSP, 1996.
16. M. Carey, E. Paris, and H. Lloyd-Thomas, "A comparison of features for speech, music discrimination," in Proc. of IEEE ICASSP, Phoenix, AZ, USA, 1999.
17. H. Harb and L. Chen, "Robust speech music discrimination using spectrum's first order statistics and neural networks," in ISPAA, Paris, France, 2003, pp. 125-128.
18. J. Pinquier and R. André-Obrecht, "Audio indexing: Primary components retrieval - robust classification in audio documents. dans : Multimedia tools and applications," Multimedia Tools and Applications, vol. 30, no. 3, pp. 313-330, 2006.
19. G. Richard, M. Ramona, and S. Essid, "Combined supervised and unsupervised approaches for automatic segmentation of radiophonic audio streams," in Proc. of IEEE ICASSP, Honolulu, Hawaii.
20. J.-J. Aucouturier and F. Pachet, "Representing musical genre : A state of art," Journal of New Music Research, vol. 32, no. 1, 2003.
21. ISMIR2004, "Audio description contest - genre/ artist id classification and artist similarity," 2004.
22. MIREX, "Music information retrieval evaluation exchange," 2005, 2006, 2007.
23. D. Jiang, L. Lu, H.-J. Zhang, J.-H. Tao, and L.-H. Cai, "Music type classification by spectral contrast," in Proc. of ICME (IEEE Int. Conf. on Multimedia and Expo), 2002.
24. J. Burred and A. Lerch, "A hierarchical approach to automatic musical genre classification," in Proc. of DAFX, London, UK, 2003.
25. G. Tzanetakis and P. Cook, "Musical genre classification of audio signals," IEEE Trans. on Speech and Audio Processing, vol. 10, no. 5, pp. 293-302, 2002.
26. C. McKay and I. Fujinaga, "Automatic genre classification using large high-level musical feature sets," in Proc. of ISMIR, Barcelona, Spain, 2004.