Instrument identification in polyphonic music: Feature weighting with mixed sounds, pitch-dependent timbre modeling, and use of musical context

ISMIR 2005 - 6th International Conference on Music Information Retrieval

Volumn , Issue , 2005, Pages 558-563

  Kitahara, Tetsuro ^a   Goto, Masataka ^b   Komatani, Kazunori ^a   Ogata, Tetsuya ^a   Okuno, Hiroshi G ^a  

^a KYOTO UNIVERSITY   (Japan)

^b NATIONAL INSTITUTE OF ADVANCED INDUSTRIAL SCIENCE AND TECHNOLOGY AIST   (Japan)

Author keywords

F0 dependent multivariate normal distribution; Mixedsound template; MPEG 7; Musical context; Musical instrument identification

Indexed keywords

MIXEDSOUND TEMPLATE; MPEG-7; MULTI-VARIATE NORMAL DISTRIBUTIONS; MUSICAL CONTEXT; MUSICAL INSTRUMENT IDENTIFICATION;

INFORMATION RETRIEVAL; MIXTURES; MOTION PICTURE EXPERTS GROUP STANDARDS; MUSICAL INSTRUMENTS; NORMAL DISTRIBUTION;

COMPUTER MUSIC;

EID: 33846174759     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. B. S. Manjunath, P. Salembier, and T. Sikora. Introduction of MPEG-7. John Wiley & Sons Ltd., 2002.
2. J. Eggink and G. J. Brown. Application of missing feature approach to the recognition of musical instruments in polyphonic audio. Proc. ISMIR, 2003.
3. A. Eronen and A. Klapuri. Musical instrument recognition using cepstral coefficients and temporal features. Proc. ICASSP, pages 735-756, 2000.
4. I. Fujinaga and K. MacMillan. Realtime recognition of orchestral instruments. Proc.ICMC, pages 141-143, 2000.
5. K. Kashino and H. Murase. A sound source identification system for ensemble music based on template adaptation and music stream extraction. Speech Communication, 27: 337-349, 1999.
6. T. Kinoshita, S. Sakai, and H. Tanaka. Musical sound source identification based on frequency component adaptation. Proc. IJCAI CASA Workshop, pages 18-24, 1999.
7. K. D. Martin. Sound-Source Recognition: A Theory and Computational Model. PhD thesis, MIT, 1999.
8. E. Vincent and X. Rodet. Instrument identification in solo and ensemble music using independent subspace analysis. Proc. ISMIR, pages 576-581, 2004.
9. T. Kitahara, M. Goto, and H. G. Okuno. Musical instrument identification based on F0-dependent multivariate normal distribution. Proc. ICASSP, volume V, pages 421- 424, 2003.
10. M. Goto, H. Hashiguchi, T. Nishimura, and R. Oka. RWC music database: Music genre database and musical instrument sound database. Proc. ISMIR, pages 229-230, 2003.
11. M. Goto, H. Hashiguchi, T. Nishimura, and R. Oka. RWC music database: Popular, classical, and jazz music databases. Proc. ISMIR, pages 287-288, 2002.