Have a personal or library account? Click to login
Environment Recognition for Digital Audio Forensics Using MPEG-7 and MEL Cepstral Features Cover

Environment Recognition for Digital Audio Forensics Using MPEG-7 and MEL Cepstral Features

Open Access
|Aug 2011

References

  1. DELP, E.—MEMON, N.—WU, M. : Digital Forensics, IEEE Signal Process. Magazine (March 2009), 14-15.10.1109/MSP.2008.931089
  2. BROEDERS, A. P. A. : Forensics Speech and Audio Analysis: the State of the Art in 2000 AD, Actas del I Congreso de la Sociedad Espanola de Acustica Forense, March 2000, pp. 13-24.
  3. CAMPBELL, W.—BRADY, K.—CAMPBELL, J.—REYNOLDS, D.—GRANVILLE, R. : Understanding Scores in Forensics Speaker Recognition, ISCA Speaker RecognitionWorkshop, June 2006, pp. 1-8.10.1109/ODYSSEY.2006.248091
  4. AES, AES43-2000: AES Standard for Forensics Purposes - Criteria for the Authentication of Analog Audio Tape Recordings, Journal of the Audio Engineering Society 48(3) (June 2000), 204-214.
  5. RABINER, L. R.—JUANG, B. H.: Fundamentals of Speech Recognition, Prentice Hall, Upper-Saddle River, NJ, 1993.
  6. ERONEN, A. J.—PELTONEN, V. T.—TUOMI, J. T.—KLAPURI, A. P.—FAGERLUND, S.—SORSA, T.—LORHO, G.— HUOPANIEMI, J. : Audio-Based Context Recognition, IEEE Trans. Audio, Speech and Language Process. 14(1) (Jan 2006), 321-329.10.1109/TSA.2005.854103
  7. ZENG, Z.—LI, X.—MA, X.—JI, Q. : Adaptive Context Recognition based on Audio Signal, Proc. 19th International Conference on Pattern Recognition'08, 2008.
  8. SELINA, C.—NARAYANAN, S.—KUO, J. : Environmental Sound Recognition using MP-Based Features, Proc. IEEE International Conference on Acoustics, Speech and Signal Process. (ICASSP08), 2008, pp. 1-4.
  9. MALLAT, S.—ZHANG, Z. : Matching Pursuits with Time-Frequency Dictionaries, IEEE Trans. Signal Processing 41(12) (1993),. 3397-3415.
  10. MALKIN, R. G.—WAIBEL, A. : Classifying User Environment for Mobile Applications using Linear Autoencoding of Ambient Audio, Proc. IEEE International Conference on Acoustics, Speech and Signal Process. (ICASSP05), 2005, pp. 509-512.
  11. MA, L.—SMITH, D. J.—MILNER, B. P. : Context Awareness using Environmental Noise Classification, Proc. Eurospeech03, 2003, pp. 2237-2240.10.21437/Eurospeech.2003-626
  12. WANG, J. C.—WANG, J. F.—HE, K. W.—HSU, C. S. : Environmental Sound Classification using Hybrid SVM/KNN Classifier and MPEG-7 Audio Low-Level Descriptor, Proc. IEEE International Joint Conference on Neural Networks, 2006, pp. 1731-1735.
  13. NTALAMPIRA, S.—POTAMITIS, N.—FAKOTAKIS, N. : Automatic Recognition of Urban Environmental Sounds Events, Proc. CIP2008, 2008, pp. 110-113.
  14. KRAETZER, C.—OERMANN, A.—DITTMANN, J.—LANG, A. : Digital Audio Forensics: a First Practical Evaluation on Microphone and Environmental Classification, Proc. ACM Multi Media and Security, (MMSec'07), 2007, pp. 63-73.10.1145/1288869.1288879
  15. DUDA, R. O.—HART, P. E.—STORK, D. G. : Pattern Classification, 2nd Ed., Willey, New York, 2001.
  16. SELINA, C.—NARAYANAN, S.—JAY KUO—MATARIC, M. J. : Where am I? Scene Recognition for Mobile Robots using Audio Features, Proc. IEEE International Conference on Multimedia Expo06, 2006, pp. 885-888.
  17. MAHER, R. C. : Audio Enhancement using Nonlinear Time-Frequency Filtering, Proc. Audio Engineering Society 26th Conf., Audio Forensics in the Digital Age, Denver, CO, July 2005, pp. 104-112.
  18. MUSIALIK, C.—HATJE, U. : Frequency-Domain Processors for Efficient Removal of Noise and Unwanted Audio Events, Proc. Audio Engineering Society 26th Conf, Audio Forensics in the Digital Age, Denver, CO, July 2005, pp. 65-77.
  19. CHAMPOD, C.—MEUWLY, D. : The Inference of Identity in Forensics Speaker Recognition, Speech Communication 31 (2000), 193-203.10.1016/S0167-6393(99)00078-3
  20. CAMPBELL, J. P. et al : Forensics Speaker Recognition: A Need for Caution, IEEE Signal Process. Magazine (March 2009), 95-103.10.1109/MSP.2008.931100
  21. TU-Berlin MPEG-7 Audio Analyzer. http://mpeg7lld.nue.tu-berlin.de/
DOI: https://doi.org/10.2478/v10187-011-0032-0 | Journal eISSN: 1339-309X | Journal ISSN: 1335-3632
Language: English
Page range: 199 - 205
Published on: Aug 26, 2011
In partnership with: Paradigm Publishing Services
Publication frequency: 6 issues per year

© 2011 Ghulam Muhammad, Khalid Alghathbar, published by Slovak University of Technology in Bratislava
This work is licensed under the Creative Commons License.

Volume 62 (2011): Issue 4 (July 2011)