Detection and classification of acoustic scenes and events: An IEEE AASP challenge

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics

Volumn , Issue , 2013, Pages

  Giannoulis, Dimitrios ^a   Benetos, Emmanouil ^b   Stowell, Dan ^a   Rossignol, Mathias ^c   Lagrange, Mathieu ^c   Plumbley, Mark D ^a  

^a QUEEN MARY UNIVERSITY OF LONDON   (United Kingdom)

^b CITY UNIVERSITY   (United Kingdom)

^c IRCAM   (France)

Author keywords

acoustic event detection; acoustic scene classification; Computational auditory scene analysis

Indexed keywords

ACOUSTIC EVENT DETECTIONS; COMPLEX BACKGROUND; COMPUTATIONAL AUDITORY SCENE ANALYSIS; RESEARCH COMMUNITIES; SCENE CLASSIFICATION; SOUND EVENTS; SOURCES OF INTERESTS;

ARCHITECTURAL ACOUSTICS; SIGNAL PROCESSING;

AUDIO ACOUSTICS;

EID: 84893548504     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WASPAA.2013.6701819     Document Type: Conference Paper

References (11)

1. P. Vandewalle, J. Kovacevic, and M. Vetterli, "Reproducible research in signal processing", IEEE Signal Processing Magazine, vol. 26, no. 3, pp. 37-47, 2009.
2. J. Kovacevic, "How to encourage and publish reproducible research", in IEEE Int. Conf. Acoustics, Speech and Signal Processing, 2007, pp. 1273-1276.
3. S. Araki, F. Nesta, E. Vincent, Z. Koldovský, G. Nolte, A. Ziehe, and A. Benichoux, "The 2011 signal separation evaluation campaign (SiSEC2011)", in Latent Variable Analysis and Signal Separation. Springer, 2012, pp. 414-422.
4. "Music Information Retrieval Evaluation eXchange (MIREX)", http://music-ir.org/mirexwiki/.
5. J. Barker, E. Vincent, N. Ma, H. Christensen, and P. Green, "The PASCAL CHiME speech separation and recognition challenge", Computer Speech and Language, vol. 27, no. 3, pp. 621-633, May 2012.
6. R. Stiefelhagen, K. Bernardin, R. Bowers, J. Garofolo, D. Mostefa, and P. Soundararajan, "The CLEAR 2006 evaluation", Multimodal Technologies for Perception of Humans, pp. 1-44, 2007.
7. P. Over, G. Awad, M. Michel, J. Fiscus, G. Sanders, B. Shaw, W. Kraaij, A. F. Smeaton, and G. Quenot, "TRECVID 2012 - an overview of the goals, tasks, data, evaluation mechanisms and metrics", in Proc. of TRECVID 2012. NIST, USA, 2012.
8. D. Giannoulis, E. Benetos, D. Stowell, M. Rossignol, M. Lagrange, and M. D. Plumbley, "Detection and classification of acoustic scenes and events, an IEEE AASP challenge", http://c4dm.eecs.qmul.ac.uk/sceneseventschallenge/ , Queen Mary University of London, Tech. Rep. EECSRR-13-01, 2013.
9. D. Wang and G. J. Brown, Computational auditory scene analysis: Principles, algorithms, and applications. IEEE Press, 2006.
10. J.-J. Aucouturier, B. Defreville, and F. Pachet, "The bag-offrames approach to audio pattern recognition: A sufficient model for urban soundscapes but not for polyphonic music", J. Acoust. Soc. of America, vol. 122, no. 2, pp. 881-891, 2007. (Pubitemid 47205542)
11. D. Giannoulis, D. Stowell, E. Benetos, M. Rossignol, M. Lagrange, and M. D. Plumbley, "A database and challenge for acoustic scene classification and event detection", in European Signal Processing Conf., 2013.