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The paper gives an artificial neural network (ANN) approach to time seriesmodeling, the data being instance versus notes (characterized by pitch)depicting the structure of a North Indian raga, namely, Bageshree. Respectingthe sentiments of the artists' community, the paper argues why it is moreethical to model a structure than try and "manufacture" an artist by trainingthe neural network to copy performances of artists. Indian Classical Musiccenters on the ragas, where emotion and devotion are both important and neithercan be substituted by such "calculated artistry" which the ANN generated copiesare ultimately up to.

On an Ethical Use of Neural Networks: A Case Study on a North Indian Raga