Title :
Object oriented classification and pattern recognition of Indian Classical Ragas
Author :
Chakraborty, Sayanti ; De, Debashis
Author_Institution :
Dept. of CSE, West Bengal Univ. of Technol., Kolkata, India
Abstract :
Musical pattern recognition is a challenging area of research as music is a combination of audio and speech; a signal of a particular music cannot be expressed through a linear expression only. For this reason musical pattern identification by mathematical expressions is critical. In this paper a new method is being proposed for cataloguing different melodious audio stream into some specific featured classes based on object oriented modeling. The classes should have some unique features to be specified and characterized; depending upon those properties of a particular piece of music it can be classified into different classes and subclasses. The concept is developed considering the non-trivial categorization problem due to vastness of Indian Classical Music (ICM). It can be expected that the novel concept can reduce the complication to the objective analysis of the classification problem of ICM as well as the world music.
Keywords :
music; object-oriented programming; pattern classification; Indian classical music; Indian classical ragas; mathematical expressions; melodious audio stream; musical pattern identification; musical pattern recognition; nontrivial categorization problem; object oriented classification; Humans; Nickel; Object oriented modeling; Pattern recognition; Rhythm; Steady-state; Classification of audio data; Indian Classical Music; Musical Patteren Recognition; Musicology; Object oriented analysis;
Conference_Titel :
Recent Advances in Information Technology (RAIT), 2012 1st International Conference on
Conference_Location :
Dhanbad
Print_ISBN :
978-1-4577-0694-3
DOI :
10.1109/RAIT.2012.6194630