Harmonic-Temporal-Timbral Clustering (HTTC) for the analysis of multi-instrument polyphonic music signals

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2008, Pages 113-116

  Miyamoto, Kenichi ^a   Kameoka, Hirokazu ^a,b   Nishimoto, Takuya ^a   Ono, Nobutaka ^a   Sagayama, Shigeki ^a  

^a UNIVERSITY OF TOKYO   (Japan)

^b Nippon Telegraph and Telephone Corporation

Author keywords

Analysis of multi instrument music; EM algorithm; Harmonic Temporal Timbral Clustering (HTTC)

Indexed keywords

BOOLEAN FUNCTIONS; FLOW OF SOLIDS; HARMONIC ANALYSIS; SIGNAL ANALYSIS; SIGNAL PROCESSING; SPEECH;

ANALYSIS OF MULTI-INSTRUMENT MUSIC; EM ALGORITHM; HARMONIC-TEMPORAL-TIMBRAL CLUSTERING (HTTC); INTERNATIONAL CONFERENCES; POLYPHONIC MUSIC;

AUDIO ACOUSTICS;

EID: 51449108781     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2008.4517559     Document Type: Conference Paper

References (12)

1. A. S. Bregman, Auditory Scene Analysis, MIT Press, Cambridge, 1990.
2. H. Kameoka et al., "A Multipitch Analyzer Based on Harmonic Temporal Structured Clustering,"IEEE Trans. on Audio, Speech and Language Processing, in Press.
3. A. Klapuri, "Multiple fundamental frequency estimation based on harmonicity and spectral smoothness," IEEE Trans. Speech and Audio Proc., 11(6), 804-816, 2003.
4. 0 Estimation Method for Real-time Detection of Melody and and bass lines in CD recordings," in Proc. ICASSP,2000.
5. S. Godsill and M.Davy, "Bayesian Harmonic Models for Musical Pitch Estimation and Analysis," Proc. ICASSP2002, Vol. 2, pp. 1769-1772, 2002.
6. T. Kitahara, "Computational Musical Instrument Recognition and Its Application to Content-based Music Information Retrieval," Ph. D. Thesis, Kyoto University, 2007.
7. 0-dependent Multivariate Normal Distribution," Proc. ICASSP2003, Vol. 5, pp421-424, 2003.
8. T. Kitahara, et al. ,"Category-level Identification of Non-registered Musical Instrument Sounds," Proc. ICASSP2004, Vol. 4, pp253-256, 2004.
9. A. Klapuri, "Analysis of Musical Instrument Sounds by Source-Filter-Decay Model," Proc, ICASSP, 2007.
10. J. Eggink, G. J. Brown, "A Missing Feature Approach to Instrument Identification in Polyphonic Music," Proc, ICASSP, 2003.
11. K. Kashino, Hiroshi Murase,"A sound source identification system for ensemble music based on template adaptation and music stream extraction," Speech Communication,vol.27, 1999.
12. T. Kitahara, M. Goto, K. Komatani, T. Ogata, and H. G. Okuno, "In-strogram: Probabilistic Representation of Instrument Existence for Polyphonic Music", IPSJ Journal, Vol. 48, No. 1, pp. 214-226, 2007.