Water sound recognition based on physical models

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

Volumn , Issue , 2013, Pages 793-797

  Guyot, Patrice ^a   Pinquier, Julien ^a   Andre Obrecht, Regine ^a  

^a UNIVERSITÉ DE TOULOUSE   (France)

Author keywords

acoustic event detection; activity of daily living; bubble; computational auditory scene analysis; drop; Water

Indexed keywords

ACOUSTIC EVENT DETECTIONS; ACTIVITY OF DAILY LIVINGS; BUBBLE; CLASSICAL SYSTEMS; CLASSIFICATION TASKS; COMPUTATIONAL AUDITORY SCENE ANALYSIS; ENVIRONMENTAL SOUNDS; RECOGNITION SYSTEMS;

DROPS; ELECTRICAL ENGINEERING; SIGNAL PROCESSING; WATER;

MODELS;

EID: 84890449882     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2013.6637757     Document Type: Conference Paper

References (26)

1. R.M. Schafer and R. Murray, The tuning of the world, Knopf New York, 1977.
2. J. Fogarty, e. Au, and S.E. Hudson, "Sensing from the basement: a feasibility study of unobtrusive and low-cost home activity recognition," in Proceedings of the 19th annual ACM symposium on User interface software and technology. ACM, 2006, pp. 91-100.
3. J. Chen, A.H. Kam, J. Zhang, N. Liu, and L. Shue, "Bathroom activity monitoring based on sound," Pervasive Computing, pp. 65-76, 2005.
4. E. Thomaz, V. Bettadapura, G. Reyes, M. Sandesh, G. Schindler, T. PlOtz, G.D. Abowd, and I. Essa, "Recognizing water-based activities in the home through infrastructuremediated sensing," in Proceedings of the 2012 International Conference on Ubiquitous Computing, UbiComp '12. ACM, 2012, pp. 85-94.
5. B. Taati, J. Snoek, D. Giesbrecht, and A. Mihailidis, "Water flow detection in a handwashing task," in Canadian Conference on Computer and Robot Vision (CRV). IEEE, 2010, pp. 175-182.
6. Y. Gaestel, e. Onifade-Fagbemi, F. Trophy, S. Karaman, J. Benois-Pineau, R. Megret, J. Pinquier, R. Andre-Obrecht, and J.-F. Dartigues, "Autonomy at home and early diagnosis in alzheimer disease: usefulness of video indexing applied to clinical issues. the immed project," Journal of Alzheimer's and Dementia, vol. 7, no. 4, pp. 245, 2011.
7. R. Megret, v. Dovgalecs, H. Wannous, S. Karaman, J. BenoisPineau, E. El Khoury, J. Pinquier, P. Joly, R. Andre-Obrecht, and Y. Gaestel, "The IMMED project: wearable video monitoring of people with age dementia," in Proceedings of the international conference on Multimedia. ACM, 2010, pp. 1299-1302.
8. J. Pinquier, S. Karaman, L. Letoupin, P. Guyot, R. Megret, J. Benois-Pineau, Y. Gaestel, and J.-F. Dartigues, "Strategies for multiple feature fusion with hierarchical hmm: application to activity recognition from wearable audiovisual sensors," in Proceedings of the 21st International Conference on Pattern Recognition, lCPR. 2012, IEEE.
9. A. Ibarz, G. Bauer, R. Casas, A. Marco, and P. Lukowicz, "Design and evaluation of a sound based water flow measurement system," in Smart Sensing and Context, Proceedings of the Third European Conference, EuroSSC 2008. 2008, pp. 41-54, Springer.
10. J. Froehlich, E. Larson, T Campbell, e. Haggerty, J. Fogarty, and S.N. Patel, "Hydrosense: infrastructure-mediated singlepoint sensing of whole-home water activity," in Proceedings of the 2009 ACM international Conference on Ubiquitous Computing, UbiComp' 09. ACM, 2009, pp. 235-244.
11. T Campbell, E. Larson, G. Cohn, J. Froehlich, R. Alcaide, and S.N. Patel, "WATTR: a method for self-powered wireless sensing of water activity in the home," in Proceedings of the 2010 International conference on Ubiquitous computing, UbiComp '10. ACM, 2010, pp. 169-172.
12. Y. Terao and A. Mita, "Robust water leakage detection approach using the sound signals and pattern recognition," in Proceedings of Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems. Society of PhotoOptical Instrumentation Engineers, 2008.
13. TT Vu, A. Sokan, H. Nakajo, K. Fujinami, J. Suutala, P. Siirtola, T Alasalmi, A. Pitkanen, and J. Roning, "Feature selection and activity recognition to detect water waste from water tap usage," in Proceedings of the 17th International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA). IEEE, 2011, vol. 2, pp. 138-141.
14. K. Kappel and T Grechenig, "Show-me: water consumption at a glance to promote water conservation in the shower," in Proceedings of the 4th International Conference on Persuasive Technology. ACM, 2009, p. 26.
15. X. Zhuang, X. Zhou, T.S. Huang, and M. Hasegawa-Johnson, "Feature analysis and selection for acoustic event detection," in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing. lCASSP. IEEE, 2008, pp. 17-20.
16. A. Mesaros, T Heittola, A. Eronen, and T Virtanen, "Acoustic event detection in real-life recordings," in Proceedings of the 18th European Signal Processing Conference, EUS1PCO. IEEE,201O.
17. P. Guyot, J. Pinquier, and R Andre-Obrecht, "Water flow detection from a wearable device with a new feature, the spectral cover," in Proceedings of the 10th international Workshop on Content-Based Multimedia Indexing, CBMI. IEEE, 2012.
18. Sir W. H. Bragg, The World of Sound, Bell, London, 1921.
19. M.N. Geffen, J. Gervain, J.F. Werker, and M.O. Magnasco, "Auditory perception of self-similarity in water sounds," Frontiers in Integrative Neuroscience, vol. 5, 2011.
20. T G. Leighton, The acoustic bubble, vol. 10, Academic Press, 1997.
21. K. Van den Doel, "Physically based models for liquid sounds," ACM Transactions on Applied Perception (TAP), vol. 2, no. 4, pp. 534-546, 2005.
22. e. Zheng and D.L. James, "Harmonic fluids," in Proceedings of Transactions on Graphics (TOG). ACM, 2009, vol. 28, p. 37.
23. w. Moss, H. Yeh, J.M. Hong, M.e. Lin, and D. Manocha, "Sounding liquids: Automatic sound synthesis from fluid simulation," ACM Transactions on Graphics (TOG), vol. 29, no. 3, pp. 21, 2010.
24. M. Minnaert Sc. D., "On musical air-bubbles and the sounds of running water," The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science, vol. 16, no. 104, pp. 235-248, 1933.
25. A. De Cheveigne and H. Kawahara, "YIN, a fundamental frequency estimator for speech and music," J. Acoust. Soc. Am, vol. 111, no. 4, pp. 1917-1930, 2002.
26. V. Akkermans, F. Font, J. Funollet, B. De Jong, G. Roma, S. Togias, and X. Serra, "Freesound 2: An improved platform for sharing audio clips," in International Society for Music Information Retrieval Conference, ISMIR, Late-breaking Demo Session, Miami, Florida, USA, 24111/2011 2011.