![]() ![]() ![]() Carnatic music rests on two main elements: rāga, the modes or melodic formulae, and tāḷa, the rhythmic cycles. The centuries old music system provides a framework for composition of songs primarily performed by a vocal artist with melodic and rhythmic accompaniments of musical instruments. Once a feature set was constructed for all the music segments to be fed into the machine learning program, it was pretty straight forward to arrive at a good classification model in 3 easy steps using AutoML.Ĭarnatic music is a classical style of music from India. To my pleasant surprise, an AutoML model that evaluates different predictive models under the hood and chooses the best one worked nicely in classifying Raga with good precision (and recall). I played around with Machine Learning (ML) techniques recently to see if a computational model can be trained to identify ragas in Carnatic music. ![]()
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