论文信息 - RECOGNITION OF MUSICAL RHYTHM PATTERNS BASED ON A NEURO-FUZZY-SYSTEM

RECOGNITION OF MUSICAL RHYTHM PATTERNS BASED ON A NEURO-FUZZY-SYSTEM

The task of recognizing patterns and assigning rhythmic structure to unquantized musical input is a fundamental one for interactive musical systems and for search in music databases since melody is based on rhythm. We use a combination of combinatorial pattern matching with a match quality rating by a Neuro-Fuzzy system that incorporates musical knowledge and operates on perceptually relevant features extracted from the input data. It can learn form relatively few expert examples and shows improved recognition results compared to conventional quantization and

Tillman Weyde | Klaus Dalinghaus | Tillman Weyde | Klaus Dalinghaus

[1] Martin A. Riedmiller,et al. A direct adaptive method for faster backpropagation learning: the RPROP algorithm , 1993, IEEE International Conference on Neural Networks.

[2] Rudolf Kruse,et al. Neuronale Netze und Fuzzy-Systeme , 1994 .

[3] Hanspeter A. Mallot,et al. Neuronale Netze , 2003, Handbuch der Künstlichen Intelligenz.

[4] Stephen Handel,et al. Segmentation of sequential patterns. , 1981 .

[5] R. Jackendoff,et al. A Generative Theory of Tonal Music , 1985 .

[6] Uwe Seifert,et al. On rhythm perception: Theoretical issues, empirical findings* , 1995 .

[7] P. Fraisse. 6 – Rhythm and Tempo , 1982 .

[8] S. Handel,et al. Listening: An Introduction to the Perception of Auditory Events , 1993 .

[9] Diana Deutsch,et al. Auditory pattern recognition. , 1986 .

[10] S Handel,et al. Temporal segmentation of repeating auditory patterns. , 1973, Journal of experimental psychology.

[11] G. A. Miller. THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .