作者
Vishnu S Pendyala, Nupur Yadav, Chetan Kulkarni, Lokesh Vadlamudi
发表日期
2022/12/1
期刊
Systems and Soft Computing
卷号
4
页码范围
200042
出版商
Elsevier
简介
Music can play an important role in the well-being of the world. Indian classical music is unique in its requirement for rigorous, disciplined, expert-led training that typically goes on for years before the learner can reach a reasonable level of performance. This keeps many, including the first author of this paper, away from mastering the skill. The problem is particularly compounded in rural areas, where the available expertise may be limited and prohibitively expensive, but the interest in learning classical music still prevails, nevertheless. Machine Learning has been complementing, enhancing, and replacing many white-collar jobs and we believe it can help with this problem as well. This paper describes efforts at using Machine Learning techniques, particularly, Long Short-Term Memory for building a system that is a step toward provisioning an Indian Classical Music Tutor for the masses. The system is deployed in …
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VS Pendyala, N Yadav, C Kulkarni, L Vadlamudi - Systems and Soft Computing, 2022