Representing environmental sounds using the separable scattering transform

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

Volumn , Issue , 2013, Pages 8667-8671

  Bauge, Carlo ^a   Lagrange, Mathieu ^a   Anden, Joakim ^b   Mallat, Stephane ^c  

^a IRCAM   (France)

^b CENTRE DE MATHÉMATIQUES APPLIQUÉES   (France)

^c ECOLE NORMALE SUPÉRIEURE   (France)

Author keywords

environmental sounds; scattering; separable scattering; similarity; wavelet

Indexed keywords

ACOUSTICAL CHARACTERISTICS; COMPUTATIONAL SYSTEM; ENVIRONMENTAL SOUNDS; HUMAN AUDITORY SYSTEM; SCATTERING TRANSFORMS; SIMILARITY; STATE-OF-THE-ART APPROACH; WAVELET;

AUDITION; SIGNAL PROCESSING;

SCATTERING;

EID: 84890520466     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2013.6639358     Document Type: Conference Paper

References (13)

1. G. Tzanetakis and P. R. Cook, "Musical genre classification of audio signals," IEEE Transactions on Speech and Audio Processing, vol. 10, no. 5, pp. 293-302, 2002.
2. L. Rabiner and R. Schafer, Digital Processing of Speech Signals, Englewood Cliffs: Prentice Hall, 1978.
3. W. W. Gaver, "What in the World Do We Hear?: An Ecological Approach to Auditory Event Perception," Ecological Psychology, vol. 5, no. 1, pp. 1-29, Mar. 1993.
4. S. Mallat, "Group invariant scattering," Communications in Pure and Applied Mathematics, to appear, http://arxiv.org/abs/1101.2286.
5. B. Logan, "Mel frequency cepstral coefficients for music modeling," in In International Symposium on Music Information Retrieval, 2000.
6. J.-J Aucouturier, B. Defreville, and F. Pachet, "The bagof-frame approach to audio pattern recognition: A sufficient model for urban soundscapes but not for poly-phonic music," Journal of the Acoustical Society of America, vol. 122, no. 2, pp. 881-891, 2007.
7. D. A. Reynolds, "Gaussian mixture models," in Encyclopedia of Biometrics, pp. 659-663. 2009.
8. J. Anden and S. Mallat, "Multiscale scattering for audio classification," in ISMIR, 2011, pp. 657-662.
9. Taishih Chi, Powen Ru, and Shihab a. Shamma, "Multiresolution spectrotemporal analysis of complex sounds," The Journal of the Acoustical Society of America, vol. 118, no. 2, pp. 887, 2005.
10. M Deviren and K Daoudi, "Frequency and wavelet filtering for robust speech recognition," Artificial Neural Networks and Neural Information Processing, p. 452460, 2003.
11. B. Gygi, Gary R. Kidd, and CS Watson, "Similarity and categorization of environmental sounds," Perception And Psychophysics, vol. 69, no. 6, pp. 839-855, 2007.
12. O. Houix, G. Lemaitre, N. Misdariis, P. Susini, and I. Urdapilleta, "A lexical analysis of environmental sound categories," Journal of Experimental Psychology: Applied, 2012.
13. Christopher D. Manning, Prabhakar Raghavan, and Hinrich Schtze, Introduction to Information Retrieval, Cambridge University Press, New York, NY, USA, 2008.