Sonic handprints: Person identification with hand clapping sounds by a model-based method

Proceedings of the AES International Conference

Volumn , Issue , 2012, Pages 150-155

  Jylhä, Antti ^a   Erkut, Cumhur ^a   Si̧msȩkli, Umut ^b   Taylan Cemgil, A ^b  

^a AALTO UNIVERSITY   (Finland)

^b BOGAZICI UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION RATES; HAND-CLAPPING; INTERACTIVE SYSTEM; MODEL-BASED METHOD; OBSERVATION MODEL; PERSON IDENTIFICATION; PERSONAL INFORMATION; SPEAKER RECOGNITION;

HIDDEN MARKOV MODELS;

SPEECH RECOGNITION;

EID: 84883432828     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. Ethem Alpaydin Introduction to Machine Learning (Adaptive Computation and Machine Learning) The MIT Press, Cambridge, MA, USA, 2004.
2. R Brunelli and D Falavigna Person identification using multiple cues IEEE Trans Pattern Analysis and Machine Intelligence, 17(10):955-966, 1995.
3. A T Cemgil Bayesian inference in non-negative matrix factorisation models Computational Intelligence and Neuroscience, (4):1-17, 2009.
4. U Simsekli, A Jylhä, C Erkut, and A.T Cemgil Real-time recognition of percussive sounds by a model-based method EURASIP J Advances in Signal Processing, 2011:1-14, 2011 Special Issue on Musical Applications of Real-Time Signal Processing.
5. U Dieckmann, P Plankensteiner, and T Wagner SESAM: A biometric person identification system using sensor fusion Pattern Recognition Letters, 18(9):827-833, 1997.
6. C Epp, M Lippold, and R L Mandryk Identifying emotional states using keystroke dynamics In Proc Conf Human Factors in Computing Systems (CHI '11), pages 715-724, Vancouver, Canada, May 2011.
7. S H Fairclough Fundamentals of physiological computing Interacting with Computers, 21(1):133-145, Jan 2009.
8. D FitzGerald and J Paulus Unpitched percussion transcription In A Klapuri and M Davy, editors, Signal Processing Methods for Music Springer, New York, NY, USA, Jan 2006.
9. O Gillet and G Richard Automatic labelling of tabla signals In Proc Intl Conf Music Information Retrieval (ISMIR), Baltimore, MD, USA, Oct 2003.
10. P Herrera, A Dehamel, and F Gouyon Automatic labeling of unpitched percussion sounds In Proc Audio Eng Soc 114th Convention, pages 1-14, Amsterdam, Netherlands, Jan 2003.
11. R Joyce and G Gupta Identity authentication based on keystroke latencies Comm ACM, 33(2):168-176, Feb 1990.
12. A Jylhä and C Erkut Inferring the hand configuration from hand clapping sounds In Proc Intl Conf Digital Audio Effects (DAFx), pages 301-304, Espoo, Finland, Sep 2008.
13. M.-V Laitinen, F Kuech, S Disch, and V Pulkki Reproducing applause-type signals with directional audio coding J Audio Eng Soc., 59(1):29-43, 2009.
14. J Paulus and A Klapuri Model-based event labeling in the transcription of percussive audio signals In Proc Intl Conf Digital Audio Effects (DAFx), pages 73-77, London, UK, Sep 2003.
15. B.H Repp The sound of two hands clapping: An exploratory study J Acoust Soc Am., 81(4):1100- 1109, 1987.
16. Umut Simsekli Bayesian methods for real-time pitch tracking Master's thesis, Boǧaziçi University, Istanbul, Turkey, 2010.
17. Umut Simsekli and Ali Taylan Cemgil A comparison of probabilistic models for online pitch tracking In Proc 7th Sound and Music Computing Conf (SMC), pages 502-509, Jul 2010.
18. C Tisse, L Martin, L Torres, and M Robert Person identification technique using human iris recognition In Proc Vision Interface, pages 294-299, Calgary, Canada, May 2002.
19. N.F Troje, C Westhoff, and M Lavrov Person identification from biological motion: Effects of structural and kinematic cues Attention, Perception, & Psychophysics, 67(4):667-675, 2005.
20. K Yoshii, M Goto, and HG Okuno Automatic drum sound description for real-world music using template adaptation and matching methods In Proc Intl Conf Music Information Retrieval (ISMIR), pages 184-191, Barcelona, Spain, Oct 2004.