Harmonic and instrumental information fusion for musical genre classification

MML'10 - Proceedings of the 3rd ACM International Workshop on Machine Learning and Music, Co-located with ACM Multimedia 2010

Volumn , Issue , 2010, Pages 49-52

  Pérez García, Tomás ^a   Pérez Sancho, Carlos ^a   Iñesta, José M ^a  

^a UNIVERSITY OF ALICANTE   (Spain)

Author keywords

Genre classification; Multimodality

Indexed keywords

CLASSIFICATION TASKS; CLASSIFICATION TECHNIQUE; FEATURE VECTORS; GENRE CLASSIFICATION; HARMONIC STRUCTURES; INFORMATION SOURCES; MIDI FILES; MULTI-MODALITY; MUSICAL GENRE CLASSIFICATION; MUSICAL SCORE; PROBABILISTIC APPROACHES; TEXT CATEGORIZATION;

CLASSIFICATION (OF INFORMATION); LEARNING SYSTEMS; METADATA;

TEXT PROCESSING;

EID: 78650855107     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1878003.1878020     Document Type: Conference Paper

References (9)

1. T. M. Cover and J. A. Thomas. Elements of Information Theory. John Wiley, 1991.
2. Z. Liu, Y. Wang, and T. Chen. Audio feature extraction and analysis for scene segmentation and classification. Journal of VLSI Signal Processing System, pp. 61-79, 1998.
3. M. Liwicki and H. Bunke. Combining on-line and off-line systems for handwriting recognition. In Proc. ICDAR 2007, Vol. 1, pp. 372-376, 2007. IEEE.
4. R. Mayer and R. Neumayer. Multi-modal Analysis of Music: A large-scale Evaluation. In Proc. WEMIS 2009, pp. 30-35, 2009.
5. C. McKay and I. Fujinaga. Automatic genre classification using large high-level musical feature sets. In Proc. ISMIR 2004, pp. 525-530, 2004.
6. T. Pérez-García, J. M. Iñesta, and D. Rizo. metamidi: a tool for automatic metadata extraction from midi files. In Proc. WEMIS 2009, pp. 36-40, Oct. 2009.
7. C. Pérez-Sancho, D. Rizo, and J. M. Iñesta. Genre classification using chords and stochastic language models. Connection Sci., 21(2 & 3):145-159, May 2009.
8. G. Rigoll and S. Müller. Statistical pattern recognition techniques for multimodal human computer interaction and multimedia information processing. In Proc. of the Int. Workshop on Speech and Computer Information Processing, in Survey Paper, pp. 60-69, 1999.
9. N. Scaringella, G. Zoia, and D. Mlynek. Automatic genre classification of music content: a survey. Signal Proc. Mag., IEEE, 23(2):133-141, March 2006.