Artificial Immune Recognition System with Nonlinear Resource Allocation Method and Application to Traditional Malay Music Genre Classification

Golzari, Shahram; Doraisamy, Shyamala; Sulaiman, Nasir; Udzir, Nur Izura; Norowi, Noris Mohd

doi:10.1007/978-3-540-85072-4_12

Cited by 8 publications

(2 citation statements)

References 11 publications

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“…With the various potential applications that can be developed from this automatic musical instrument sounds classification system, there were significance need to explore further in this area of research especially when it involved a new domain which is Traditional Malay musical instrument. Some of the researchers believe that different musical instruments sound have different characteristic or behavior [7]. Therefore, adapting the existing system for retrieval of Malaysian musical instruments contents might not be as that simple.…”

Section: Problem Statementmentioning

confidence: 99%

A study on traditional Malay musical instruments sounds classification system

Senan

Ibrahim

Nawi

2009

Proceedings of the 11th International Conference on Information Integration and Web-Based Applications &Amp; Services

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In recent year, most studies concerned with the classification of musical instruments sounds focus on western musical instruments. With the enormous amount of instruments data and features schemes, adapting the existing techniques for classifying the traditional Malay musical instruments sounds might not be as easy due to the differences in the sounds samples used. Thus, the existing framework and techniques that have been proposed for automatic musical instruments sounds classification system will be reviewed and evaluated especially on their performance in achieving the highest accuracy rate. As a result, a new framework for Traditional Malay Musical Instruments Sounds Classification System and the classification accuracy achieved in the preliminary experiment are presented.

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Section: Problem Statementmentioning

confidence: 99%

A study on traditional Malay musical instruments sounds classification system

Senan

Ibrahim

Nawi

2009

Proceedings of the 11th International Conference on Information Integration and Web-Based Applications &Amp; Services

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“…The musical instruments are generally categorized by the musical instrument type whether string, drum or flute type, with based on its physical frameworks [6]. This is supported by [13] which stated that different type of musical instrument have distinctive characteristic which becomes its trademark thus requiring different type of physical modeling analysis. By dissecting and analyzing the component of the musical instrument, more information about that particular musical instrument styles and characteristic can be obtained for better musical instrument data and information for documentation [14].…”

Section: Introductionmentioning

confidence: 99%

Numerical Tension Adjustment of X-Ray Membrane to Represent Goat Skin Kompang

Syiddiq

Siswanto

2017

IOP Conf. Ser.: Mater. Sci. Eng.

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Abstract. This paper presents a numerical membrane model of traditional musical instrument kompang that will be used to find the parameter of membrane tension of x-ray membrane representing the classical goat-skin membrane of kompang. In this study, the experiment towards the kompang is first conducted in an acoustical anechoic enclosure and in parallel a mathematical model of the kompang membrane is developed to simulate the vibration of the kompang membrane in polar coordinate by implementing Fourier-Bessel wave function. The wave equation in polar direction in mode 0,1 is applied to provide the corresponding natural frequencies of the circular membrane. The value of initial and boundary conditions in the function is determined from experiment to allow the correct development of numerical equation. The numerical mathematical model is coded in SMath for the accurate numerical analysis as well as the plotting tool. Two kompang membrane cases with different membrane materials, i.e. goat skin and x-ray film membranes with fixed radius of 0.1 m are used in the experiment. An alternative of kompang's membrane made of x-ray film with the appropriate tension setting can be used to represent the sound of traditional goat-skin kompang. The tension setting of the membrane to resemble the goat-skin is 24N. An effective numerical tool has been used to help kompang maker to set the tension of x-ray membrane. In the future application, any traditional kompang with different size can be replaced by another membrane material if the tension is set to the correct tension value. The numerical tool used is useful and handy to calculate the tension of the alternative membrane material.

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A Survey of Evaluation in Music Genre Recognition

Sturm

2014

Adaptive Multimedia Retrieval: Semantics, Context, and Adaptation

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Abstract. Much work is focused upon music genre recognition (MGR) from audio recordings, symbolic data, and other modalities. While reviews have been written of some of this work before, no survey has been made of the approaches to evaluating approaches to MGR. This paper compiles a bibliography of work in MGR, and analyzes three aspects of evaluation: experimental designs, datasets, and figures of merit.

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Artificial Immune Recognition System with Nonlinear Resource Allocation Method and Application to Traditional Malay Music Genre Classification

Cited by 8 publications

References 11 publications

A study on traditional Malay musical instruments sounds classification system

A study on traditional Malay musical instruments sounds classification system

Numerical Tension Adjustment of X-Ray Membrane to Represent Goat Skin Kompang

A Survey of Evaluation in Music Genre Recognition

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