DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning

arXiv:2402.10168v1 Announce Type: cross
Abstract: A vital aspect of Indian Classical Music (ICM) is Raga, which serves as a melodic framework for compositions and improvisations alike. Raga Recognition is an important music information retrieval task in ICM as it can aid numerous downstream applications ranging from music recommendations to organizing huge music collections. In this work, we propose a deep learning based approach to Raga recognition. Our approach employs efficient pre possessing and learns temporal sequences in music data using …

abstract applications arxiv classical music classification cs.ai cs.ir cs.lg cs.sd deep learning eess.as framework indian information music ranking recognition retrieval type vital