Optimizing self-organizing timbre maps: Two approaches

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1317, Issue , 1997, Pages 337-350

  Toiviainen, Petri ^a  

^a UNIVERSITY OF JYVÄSKYLÄ   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

GRADIENT METHODS; MATRIX ALGEBRA;

DISTANCE MATRICES; DISTANCE METRICS; DYNAMIC APPROACHES; LATERAL INHIBITION; MULTICOMPONENTS; RESPONSE PATTERNS; SCALING PROCEDURES; TEMPORAL INTEGRATION;

SELF ORGANIZING MAPS;

EID: 84948973875     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/bfb0034124     Document Type: Conference Paper

References (13)

1. Cosi, P., De Poli, G., & Lauzzana, G. (1994). Auditory modelling and self-organizing neural networks for timbre classification. Journal of New Music Research, 23, 71-98.
2. De Poli, G., Prandoni, P., & Tonella, P. (1993). Timbre clustering by self-organizing neural networks. In G. Haus k, I. Pighi (Eds.), Proceedings of the Xth Colloquio di Informatica Musicale. Milan: AIMI.
3. Feiten, B., & Giinzel, S. (1994). Automatic indexing of a sound database using self-organizing neural nets. Computer Music Journal, 18, 53-65.
4. Iverson, P., & Krumhansl, C. (1993). Isolating the dynamic attributes of musical timbre. The Journal of the Acoustical Society of America, 94, 2595-2603.
5. Kohonen, T. (1995). Self-organizing maps. Berlin, Heidelberg: Springer-Verlag.
6. Leman, M. (1994). Schema-based tone center recognition of musical signals. Journal of New Music Research, 23, 169-204.
7. Pickles, J. (1982). An introduction to the physiology of hearing. London: Academic Press.
8. Ru, P., & Shamma, S. (1997). Representation of musical timbre in the auditory cortex. Journal of New Music Research, 26.
9. Shamma, S., Vranic, S., & Wiser, P. (1992). Spectral gradient columns in primary auditory cortex: Physiological and psychoacoustical correlates. Advances in the Biosciences, S3, 397-404.
10. Steiger, H., & Bregman, A. (1981). Capturing frequency components of glided tones: Frequency separation, orientation, and alignment. Perception and Psychophysics, 30, 425-435.
11. Toiviainen, P. (1996). Optimizing auditory images and distance metrics for self-organizing timbre maps. Journal of New Music Research, 25, 1-30.
12. Toiviainen, P., Kaipainen, M., & Loubivuori, J. (1995). Musical timbre: Similarity ratings correlate with computational feature space distances. Journal of New Music Research, 24, 282-298.
13. Van Immerseel, L., & Martens, J. (1992). Pitch and voiced/unvoiced determination with an auditory model. The Journal of the Acoustical Society of America, 91, 3511-3526.