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Title: Classification of optical music symbols based on combined neural network
Authors: Wen, Cuihong
Rebelo, Ana
Zhang, Jing
Cardoso, Jaime S.
Keywords: Music
Combined Neural Network
Issue Date: 2014
Citation: Wen, C., Rebelo, A., Zhang, J., & Cardoso, J. S. (2014). Classification of optical music symbols based on combined neural network. In Proceedings of the IEEE International Conference on Mechatronics and Control (ICMC), 2014. Disponível no Repositório UPT,
Abstract: In this paper, a new method for music symbol classification named Combined Neural Network (CNN) is proposed.Tests are conducted on more than 9000 music symbols from both real and scanned music sheets, which show that the proposed technique offers superior classification capability. At the same time, the performance of the new network is compared with the single Neural Network (NN) classifier using the same music scores.
Appears in Collections:REMIT - Comunicações a Congressos Internacionais / Papers in International Meetings

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