Detection of shouted speech in the presence of ambient noise

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Volumn , Issue , 2011, Pages 2621-2624

  Pohjalainen, Jouni ^a   Raitio, Tuomo ^a   Alku, Paavo ^a  

^a AALTO UNIVERSITY   (Finland)

Author keywords

Shout detection

Indexed keywords

AMBIENT NOISE; AUTOMATIC SYSTEMS; GAUSSIAN MIXTURE MODEL; HUMAN PERCEPTION; LISTENING TESTS; MEL-FREQUENCY CEPSTRAL COEFFICIENTS; NOISE LEVELS;

FEATURE EXTRACTION;

SPEECH RECOGNITION;

EID: 84865752430     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Nanjo, H., Mikami, H., Kawano, H. and Nishiura, T., "A Fundamental Study of Shouted Speech for Acoustic-Based Security System", in Proc. Interspeech, Brighton, UK, Sep 2009.
2. Radhakrishnan, R., Divakaran, A. and Smaragdis, P., "Audio Analysis for Surveillance Applications", in Proc. IEEEWASPAA, New Paltz, USA, Oct 2005.
3. Rouas, J.-L., Louradour, J. and Ambellouis, S., "Audio Events Detection in Public Transport Vehicle", in Proc. IEEE Intelligent Transportation Systems Conf., Toronto, Canada, Sep 2006.
4. Valenzise, G., Gerosa, L., Tagliasacchi, M., Antonacci, F. and Sarti, A., "Scream and Gunshot Detection and Localization for Audio-Surveillance Systems", in Proc. IEEE Int. Conf. Advanced Video and Signal based Surveillance, London, UK, Sep 2007.
5. Ntalampiras, S., Potamitis, I. and Fakotakis, N., "An Adaptive Framework for Acoustic Monitoring of Potential Hazards", EURASIP J. on Audio, Speech, and Music Processing, 51(5):401-411, 2009.
6. Pohjalainen, J., Alku, P. and Kinnunen, T., "Shout Detection in Noise", in Proc. ICASSP, Prague, Czech Republic, May 2011.
7. Huang, X., Acero, A. and Hon, H.-W., "Spoken Language Processing", Prentice Hall PTR, 2001.
8. Makhoul, J., "Linear prediction: a tutorial review", Proceedings of the IEEE, 63(4):561-580, 1975.
9. Reynolds, D. A. and Rose, R. C., "Robust Text-Independent Speaker Identification Using Gaussian Mixture Speaker Models", IEEE Trans. Speech and Audio Proc., 3(1):72-83, 1995.
10. Katsavounidis, I., Kuo, C.-C. J. and Zhang, Z., "A New Initialization Technique for Generalized Lloyd Iteration", IEEE Signal Processing Letters, 1(10):144-146, 1994.
11. NOISEX-92 database, samples available online: http://spib.rice.edu/spib/ selectnoise.html.