Application of fisher linear discriminant analysis to speech/music classification

Audio Engineering Society - 120th Convention Spring Preprints 2006

Volumn 1, Issue , 2006, Pages 8-13

  Alexandre, Enrique ^a   Rosa, Manuel ^a   Cuadra, Lucas ^a   Gil Pita, Roberto ^a  

^a UNIVERSITY OF ALCALÁ   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO SIGNAL; CLASSIFICATION ALGORITHM; CLASSIFICATION PROCESS; FISHER LINEAR DISCRIMINANT ANALYSIS; FISHER LINEAR DISCRIMINANTS; K NEAREST NEIGHBOR ALGORITHM; PROBABILITY OF ERRORS; SPEECH/MUSIC CLASSIFICATION; TRAINING DATA;

PATTERN RECOGNITION;

CLASSIFICATION (OF INFORMATION);

EID: 84866499685     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. S. Mika, G. R̈atsch, J.Weston, B. Scḧolkpf, and K. M̈uller, Neural networks for signal processing. IEEE, 1999, ch. Fisher discriminant analysis with kernel, pp. 41-48.
2. C.-M. Liu and W.-C. Lee, "A unified fast algorithm for cosine modulated filter bamks in current audio coding standards, " in AES 104th Convention, ser. Preprint Number 4729, April 1998.
3. L. Qingshan, H. Rui, L. Hanqing, and M. Songde, "Face recognition using kernelbased fisher discriminant analysis, " in Fifth IEEE International Conference on Automatic Face and Gesture Recognition, 2002.
4. P. Herrera, X. Amatriain, E. Batlle, and X. Serra, "Towards instrument segmentation for music content description: a critical review of instrument classification techniques, " in International Symposium on Music Information Retrieval, 2000.
5. P. Cano, M. Koppenberger, S. L. Groux, J. Ricard, N. Wack, and P. Herrera, "Nearestneighbour generic sound classification with aworldnet-based taxonomy, " in AES 116th Convention, 2004.
6. V. Peltonen, J. Tuomi, A. Klapuri, J. Huopaniemi, and T. Sorsa, "Computational auditory scene recognition, " in ICASSP, 2002.
7. J. Saunders, "Real time discrimination of broadcast speech/music, " in ICASSSP, 1996, pp. 993-996.
8. E. Scheirer and M. Slaney, "Construction and evaluation of a robust multifeature speech/music discriminator, " in ICASSP, 1997.
9. R. M. Aarts and R. T. Dekkers, "A real-time speech-music discriminator, " J. Audio Engineering Society, vol. 47, no. 9, pp. 720-725, September 1999.
10. K. El-Maleh, M. Klein, G. Petrucci, and P. Kabal, "Speech/music discrimination for multimedia applications, " in ICASSP, 2000.
11. S. Davis and P. Mermelstein, "Experiments in syllable-based recognition of continuous speech, " IEEE Transactions on Acoustics, Speech and Signal Processing, vol. 28, pp. 357- 366, August 1980.
12. G. Tzanetakis and P. Cook, "Marsyas: A framework for audio analysis, " Organised Sound, vol. 4, no. 3, 2000.
13. J.-J. Aucouturier and F. Pachet, "Representing musical genre: a state of the art, " Journal of New Music Research, vol. 32, no. 1, pp. 83-93, 2003.
14. L. Lu, H.-J. Zhang, and H. Jiang, "Content analysis for audio classification and segmentation, " IEEE Transactions on speech and audio processing, vol. 10, no. 7, pp. 504-516, October 2002. (Pubitemid 35426935)
15. B. Logan, "Mel frequency cepstral coefficients for music modeling, " in Int. Symp. Music Information Retrieval (ISMIR), 2000.
16. G. Tzanetakis and P. Cook, "Musical genre classification of audio signals, " IEEE Transactions on speech and audio processing, vol. 10, no. 5, pp. 293-302, July 2002. (Pubitemid 34950067)
17. E. Guaus and E. Batlle, "A non-linear rhythmbased style classification for broadcast speechmusic discrimination, " in AES 116th Convention, 2004.
18. "Objective measurement of active speech level, " ITU-T, Recommendation P.56, 1993.
19. S. A. Billings and K. L. Lee, "Nonlinear fisher discriminant analysis using a minimum squared error cost function and the orthogonal least squares algorithm, " Neural networks, vol. 15, pp. 263-270, 2002. (Pubitemid 34213783)
20. G. Williams and D. P. Ellis, "Speech/music discrimination based on posterior probability features, " in Eurospeech, 1999.