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Audio Art Authentication and Classification with Wavelet Statistics
Joel Martin
Pages - 1 - 8 | Revised - 05-04-2013 | Published - 30-04-2013
MORE INFORMATION
KEYWORDS
Audio Classification, Feature Extraction, Musical Genre Classification, Wavelets.
ABSTRACT
An experimental computation technique for audio art authentication is presented. Specifically, the
computational techniques used by painting/drawings art authentication are transformed from twodimensional
(image) into one-dimensional (audio) methods. The statistical model consists of first
and higher-order wavelet statistics. Classification is performed with a multi-dimensional scaled
3D visual model. The results from the analyses of music/silence discrimination, audio art
authentication, genre classification, and audio fingerprinting are demonstrated.
| 1 | Google Scholar  |
| 2 | CiteSeerX |
| 3 | refSeek |
| 4 | Scribd |
| 5 | SlideShare |
| 6 | PdfSR |
| B. Matityaho, M. Furst. “Neural network based model for classification of music type.” Proc.18th Conv. Electrical and Electronic Engineers in Israel. 4.3.4/1-5. 1995. | |
| E. S. Parris, M. J. Carey, H. Lloyd-Thomas, “A comparison of features for speech, music discrimination.” Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing. 1:149-152. 1999. | |
| E. Wold, T. Blum, D. Keislar, J. Wheaton. “Content-Based Classification, search, and Retrieval of Audio.” IEEE Multimedia. 3(3):27-36. 1996. | |
| G. Tzanetakis, P. Cook. “Music genre classification of audio signals.” IEEE Transactions on Speech and Audio Processing. 10(5):293-302. 2002. | |
| L. Endelt, A. Cour-Harbo, “Wavelets for sparse representation of music.” Proc of Wedelmusic. 2004. | |
| L. Lu, H. Jiang, H. J. Zhang. “A robust audio classification and segmentation method.” Proc.9th ACM Int. Conf. Multimedia. 1:203--211. 2001. | |
| M. Shan, F. Kuo. “Music style mining and classification by melody.” Proc. IEEE International Conference on Multimedia and Expo. 1:97-100. 2002. | |
| S. Lyu, D. Rockmore, H. Farid. “A Digital Technique for Art Authentication.” Proc Natl Acad Sci USA. 101(49): 17006-10. 2004. | |
| S. Pfeiffer, S. Fischer, W. Effelsberg, “Automatic audio content analysis.” Proc. of 4th ACM Multimedia Conference. 1:21-30. 1996. | |
| T. Cox, M. Cox. Multidimensional Scaling. Chapman & Hall, London, 1994. | |
| T. Lambrou, P. Kudumakis, R. Speller, M. Sandler, A. Linney. "Classification of audio signals using statistical features on time and wavelet transform domains.” Proc. IEEE ICASSP. 6:3621-24. 1998 | |
| T. Li, G. Tzanetakis. “Factors in automatic musical genre classification of audio signals.” Proc.of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).2003. | |
| W. Chai, B. Vercoe. “Folk music classification using hidden Markov models.” Proc International Conference on Artificial Intelligence. 2001. | |
Mr. Joel Martin
Columbia University
Department of Electrical Engineering
New York, NY, 10027 - United States of America
jrm2107@hotmail.com
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