Visualized feature fusion and style evaluation for musical genre analysis

Proceedings - 2010 1st International Conference on Pervasive Computing, Signal Processing and Applications, PCSPA 2010

Volumn , Issue , 2010, Pages 883-886

  Yao, Qingjun ^a   Li, Haifeng ^a   Sun, Jiayin ^a   Ma, Lin ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

Beat histogram; Feature fusion; GMM; Musical genre analysis; Musical genre vector; Radar chart

Indexed keywords

BEAT HISTOGRAM; FEATURE FUSION; GMM; MUSICAL GENRE; RADAR CHART;

GRAPHIC METHODS; RADAR; SIGNAL PROCESSING; SPEECH RECOGNITION; UBIQUITOUS COMPUTING; VECTORS;

TIME DOMAIN ANALYSIS;

EID: 78650427443     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PCSPA.2010.218     Document Type: Conference Paper

References (10)

1. J. Saunders, "Real time discrimination of broadcast speech/music", in Proc. Int. Conf. Acoustic, Speech, Signal Processing(ICASSP), 1996, pp. 993-996
2. S. Li, "Content-based classification and retrieval of audio using the nearest feature line method", IEEE Trans. Speech Audio Processing, vol. 8, Sept. 2000, pp. 619-625
3. Hughes J, Gaborski R, H su K, Titus A, "An auditory classifier employing a wavelet neural network implemented in a digital design", Proceedings of the IEEE the 14th Annual International ASIC/SOC Conference, 2001, pp. 8-12
4. Z. Liu, Q. Huang, "Content-based indexing and retrieval-by-example in audio", In Proceedings of the IEEE International Conference on Multimedia and Expo(ICME), 2000
5. Roger Dannenberg, B. Thom, and D. Watson, "A machine learning approach to musical style recognition", in Proc. ICMC, 1997, pp. 344-347
6. M. K. Shan, F. F. Kuo and M. F. Chen, "Music Style Mining and Classification by Melody", in Proc. of IEEE ICME02, Lausanne, Switzerland, 2002
7. G. Tzanetakis and P. Cook, "Musical Genre Classification of Audio Signals", IEEE Transactions on Speech and Audio Processing, vol. 10, no. 5, 2002, pp. 293-302
8. K. Chen, S. Gao, Y. Zhu, Q. Sun, "Music genres classification using text categorization method", in MMSP, 2006, pp. 221-224
9. Douglas Turnbull and Charles Elkan, "Fast Recognition of Musical Genres Using RBF Networks", IEEE TRANSACTIONS ON KNOWLEDGE AND ENGINEERING, VOL. 17, NO. 4, APRIL 2005, pp. 580-584
10. M. Mandel, D. Ellis, "Song-Level Features and Support Vector Machine for Music Classification", ISMIR-05, London, 2005