Audio sound event identification for distress situations and context awareness

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 3501-3504

  Rougui, J E ^a   Istrate, D ^a   Souidene, W ^a  

^a ESIGETEL   (France)

Author keywords

[No Author keywords available]

Indexed keywords

GAUSSIAN DISTRIBUTION; WAVELET TRANSFORMS;

ACOUSTIC EVENT DETECTIONS; AUDIO ANALYSIS; CONTEXT- AWARENESS; EUROPEAN COMMUNITY; GAUSSIAN MIXTURE MODEL; OFFLINE MODES; ORDER ESTIMATION; RECOGNITION ACCURACY;

AUDIO ACOUSTICS;

EID: 77951019996     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5334581     Document Type: Conference Paper

References (16)

1. C. S. Lima and D. Barbosa, "Automatic segmentation of the second cardiac sound by using wavelets and hidden markov models," in IEEE EMBC, Vancouver, Canada, Aug 20-24 2008, pp. 334-337.
2. A. K. Ng and T. S. Koh, "Using psychoacoustics of snoring sounds to screen for obstructive apnea," in IEEE EMBC, Vancouver, Canada, Aug 20-24 2008, pp. 1647-1650.
3. E. Campo and E. Grangereau, "Wireless fall sensor with gps location for monitoring the elderly," in IEEE EMBC, Vancouver, Canada, Aug 20-24 2008, pp. 498-501.
4. N. Noury, A. Tarmizi, et al., "A smart sensor for the fall detection in daily routine," in SICICA 2003, Aveiro, Portugal, July 2003.
5. G. Virone, M. Alwan, S. Dalal, S. W. Kell, B. Turner, J. A. Stankovic, and R. Felder, "Behavioral patterns of older adults in assisted living," IEEE Transactions on TITB, vol.12, no.3, pp. 387-398, 2008.
6. S. Moncrieff, S. Venkatesh, G. West, and S. Greenhill, "Incorporating contextual audio for an actively anxious smart home," in Intelligent Sensors, Sensor Networks and Information Processing Conference, December 2005, pp. 373-378.
7. D. Maunder, E. Ambikairajah, J. Epps, and B. Celler, "Dual- microphone sounds of daily life classification for telemonitoring in a noisy environment," in IEEE EMBC, Vancouver, Canada, Aug 20-24 2008, pp. 4636-4639.
8. M. Popescu, Y. Li, M. Skubic, and M. Rantz, "An acoustic fall detector system that uses sound height information to reduce the false alarm rate," in IEEE EMBC, Vancouver, Canada, Aug 20-24 2008, pp. 4628-4631.
9. D. Litvak, Y. Zigel, and I. Gannot, "Fall detection of elderly through floor vibrations and sound," in IEEE EMBC, Vancouver, Canada, Aug 20-24 2008, pp. 4632-4635.
10. W. Souidene, D. Istrate, H. Medjahed, J. Boudy, J. L. Baldinger, I. Belfeki, and J. F. Delavaut, "Multi-modal platform for in-home healthcare monitoring (emutem)," in International Conference on Health Informatics (HEALTHINF 2009), Porto, Portugal, January 2009, pp. 381-386.
11. D. Istrate, M. Binet, and S. Cheng, "Real time sound analysis for medical remote monitoring," in IEEE EMBC, Vancouver, Canada, Aug 20-24 2008, pp. 4640-4643.
12. X. Zhou, X. Zhuang, M. Liu, H. Tang, M. Hasegawa-Johnson, and T. S. Huang, "Hmm-based acoustic event detection with adaboost feature selection," in CLEAR, 2007, pp. 345-353.
13. J. Rissanen, "A universal prior for integers and estimation by minimum description length," in Ann. Statist., vol.11, 1983, pp. 416-431.
14. D. Istrate, E. Castelli, M. Vacher, L. Besacier, and J. Serignat, "Information extraction from sound for medical telemonitoring," IEEE Transactions on TITB, vol.10, pp. 264-274, April 2006.
15. A. Eronen, J. Tuomi, A. Klapuri, D. Fagerlund, T. Sorsa, G. Lorho, and J. Huopaniemi, "Audio-based context awareness - acoustic modeling and perceptual evaluation," 2003.
16. A. Eronen, V. T. Peltonen, J. T. Tuomi, A. Klapuri, S. Fagerlund, T. Sorsa, G. Lorho, and J. Huopaniemi, "Audio-based context recognition." IEEE Transactions on Audio, Speech & Language Processing, no.1, pp. 321-329.