Semi-supervised classification of musical genre using multi-view features

International Computer Music Conference, ICMC 2005

Volumn , Issue , 2005, Pages

  Xu, Yunpeng ^a   Zhang, Changshui ^a   Yang, Jing ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER MUSIC;

CO-TRAINING ALGORITHM; FEATURE VECTORS; LARGE AMOUNTS; MULTIMEDIA INFORMATION RETRIEVAL; MUSICAL GENRE; MUSICAL GENRE CLASSIFICATION; MUSICAL PIECES; SEMI-SUPERVISED CLASSIFICATION;

CLASSIFICATION (OF INFORMATION);

EID: 58449112056     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. A. Blum, T. Mitchell. "Combining Labeled and Unlabeled Data with Co-Training", COLT98: Proceedings of the Workshop on Computational Learning Theory, 1998.
2. C. Xu, N. C. Maddage, X. Shao, F. Cao, Q. Tian. "Musical Genre Classification using Support Vector Machines", ICASSP03: IEEE International Conference on Acoustics, Speech and Signal Processing, 2003.
3. G. Tzanetakis, P. Cook. "Musical Genre Classification of Audio Signals", IEEE Transaction on Speech and Audio Processing, Vol. 10, No. 5, Jul, 2002.
4. G. Tzanetakis. "Manipulation, Analysis and Retrieval System for Audio Signals", Ph. D Thesis, Jun, 2002.
5. H. Deshpande, R. Singh, U. Nam. "Classification of Music Signals in the Visual Domain", Proceedings of the COST G-6 Conference on Digital Audio Effects (DAFX-01), Dec, 2001.
6. J. Aucouturier, F. Pachet. "Representing Musical Genre: a State of the Art" Journal of New Music Research. Vol. 32, No. 1, 2003.
7. M. Grimaldi, P. Cunningham, A. Kokaram. "An Evaluation of Alternative Feature Selection Strategies and Ensamble Techniques for Classification Music", The 14th European Conference on Machine Learning (ECML) and the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), 2003.
8. T. Li, G. Tzanetakis. "Factors in Automatic Musical Genre Classification of Audio Signals", IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct, 2003.
9. X. Wang, X. Tang "Using Random Subspace to Combine Multiple Features For Face Recognition", the Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004.