ï~~Proceedings of the International Computer Music Conference 2011, University of Huddersfield, UK, 31 July - 5 August 2011 MODELING SPEED DOUBLING IN CARNATIC MUSIC Srikumar K. Subramanian, Lonce Wyse, Kevin McGee National University of Singapore Department of Communications and New Media {srikumar.k.subramanian, lonce.wyse, mckevin}@nus.edu.sg ABSTRACT We consider the problem of modeling the feature relationships between multiple speed renditions of parts of compositions called varnams in Carnatic music, discuss related work in speech and singing synthesis and in synthesizing Carnatic music from solfege notation, present style dependent but arguably ragd independent rules for simplifying and adjusting gamakds (continuous pitch movements) in the slower speed performance of one composition to derive the more rhythmic double speed performance and find that the performance derived using these rules compares favourably with the double speed rendition by the same artist. 1. BACKGROUND Salient musical features that depend on speed occur in some musical genres such as jazz and in Indian classical music where performers are known to alter musical details of a composition to suit different speeds. In south Indian classical music (called "carnatic music"), the ornate gamakas (continuous pitch movements) used in a slower speed are simplified during performance at higher speeds and have a greater rhythmicity to them than their lower speed counterparts. The movements in the higher speed renditions are fewer and appear to follow a rhythmic pulse determined by the composition's "tala" (time structure). A transformation involving detail reduction while increasing such rhythmicity appears to be intricate and raises the question of how much genre knowledge is needed to execute it. The nature of these speed related transformations is the subject of this paper. Within carnatic music, compositions in the category of varnam feature sections that are performed in multiple speeds within a single concert performance. Varnams therefore are suitable material for studying the changes that a performer makes to the slower speed rendition when performing it in a higher speed. A typical varnam consists of four parts, with the first three making up the first half of the composition. The first three parts (pallavi, anupallavi and muktayisvaram) are performed first at a slow speed and followed by one or more higher speed versions related to the original speed by simple integer factors. A varnam performance is guaranteed to at least feature a speed doubled version of the first three parts though a performer may choose additional speed multiples such as 3/2, 3, 4, 5, 6, 7, 8 and 9. The tald (time structure or meter) is kept constant throughout the different speeds. The fourth part - caranam - is by convention performed at double the speed at which the piece is begun and in this case, the tald is also doubled in speed. The caranam therefore provides additional raw material to study the characteristics of gamakas at higher speeds. Gamakas that feature in the slower speeds cannot be preserved in the faster speeds. Since the slower speed already packs much more detail per note, a direct speed up would require absurd levels of detail in higher speeds that will be impossible for a performer to execute and will overload listeners. The work presented here is an attempt to model the kind of detail reduction that happens when increasing performance speed. 2. MOTIVATION Our long term goal is to develop a synthesizer for the sparse and discrete "prescriptive notation" that is used for musical communication in the Carnatic genre.' Though the prescriptive notation omits the all-important gamakas - complex continuous pitch movements that characterize the genre, trained musicians are able to fill in these details. Therefore a synthesizer for prescriptive notation can be said to capture the knowledge that a trained musician brings to the interpretation of a sparsely notated composition. Understanding the influence of speed on the choice and structure of gamakas is an important part of this larger synthesis problem. Performing such detail reduction of gamakas when given only the slower speed performance is also an important skill for a student of the genre. Therefore, computer modeling of this transformation, in addition to contributing to the musicology of the genre, may have pedagogical applications. We now discuss work that has been done in the related areas of jazz swing modeling, text to speech synthesis, expressive music synthesis and gamaka synthesis in carnatic music. 'The term "prescriptive notation" was introduced by the ethnomusicologist Charles Seeger to denote notation forms that serve as instructions for performers, in contrast with "descriptive notation" which captures the details of a specific performance after the fact [13]. 478
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