Musical instrument recognition using cepstral coefficients and temporal features

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

Volumn 2, Issue , 2000, Pages 753-756

  Eronen, A ^a   Klapuri, A ^a  

^a TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

MUSICAL INSTRUMENTS; ALGORITHMS; FEATURE EXTRACTION; SPEECH PROCESSING;

CEPSTRAL COEFFICIENTS; EXTRACTION ALGORITHMS; HIERARCHICAL CLASSIFICATION; MUSICAL INSTRUMENT RECOGNITION; TEMPORAL FEATURES; TEMPORAL PROPERTY; TEST DATA;

SIGNAL PROCESSING; ACOUSTIC SIGNAL PROCESSING;

PITCH INDEPENDENT MUSICAL INSTRUMENT RECOGNITION; TIMBRE;

EID: 0033690881     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2000.859069     Document Type: Conference Paper

References (11)

1. Brown, J. C. "Computer identification of musical instruments using pattern recognition with cepstral coefficients as fea tures." J. Acoust. Soc. Am. 105(3) 1933-1941.
2. De Poli, G. , Prandoni, P. "Sonological Models for Timbre Characterization". Journal of New Music Research, Vol 26 (1997), pp. 170-197, 1997.
3. Grey, J. M. "Multidimensional perceptual scaling of musical timbres". J. Acoust. Soc. Am. 61(5), 1270-1277, 1977.
4. Handel, S. "Timbre perception and auditory object identification". In Moore (ed.) Hearing. New York: Academic Press.
5. Kaminskyj, 1. , Materka, A. "Automatic source identification of monophonic musical instrument sounds". Proceedings of the 1995 IEEE International Conference of Neural Networks, pp. 189-194, 1995.
6. Klapuri, A. "Pitch Estimation Using Multiple Independent Time-Frequency Windows". Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, New York, Oct. 17-20, 1999.
7. Martin, K. D. "Musical Instrument Identification: A Pattern Recognition Approach". Presented at the 136th meeting of the Acoustical Society of America, 1998.
8. Martin, K. D. "Sound-Source Recognition: A Theory and Computational Model". Ph.D. thesis, Massachusetts Institute of Technology, Cambridge, MA, 1999.
9. McAdams S., Winsberg S., Donnadieu S., De Soete G., Krim-phoff, J. "Perceptual scaling of synthesized musical timbres: Common dimensions, specifities, and latent subject classes". Psychological Research, 58, pp 177-192, 1995.
10. Opolko, F. , Wapnick, J. "McGill University Master Samples" (compact disk). McGill University, 1987.
11. Rabiner, L. R. , Juang, B. H. "Fundamentals of speech rec ognition". Prentice-Hall 1993.