arXiv Open Access 2020

Melody Classification based on Performance Event Vector and BRNN

Jinyue Guo Aozhi Liu Jing Xiao

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Abstrak

We proposed a model for the Conference of Music and Technology (CSMT2020) data challenge of melody classification. Our model used the Performance Event Vector as the input sequence to build a Bidirectional RNN network for classfication. The model achieved a satisfying performance on the development dataset and Wikifonia dataset. We also discussed the effect of several hyper-parameters, and created multiple prediction outputs for the evaluation dataset.

Topik & Kata Kunci

cs.SD cs.IR eess.AS

Penulis (3)

Jinyue Guo

Aozhi Liu

Jing Xiao

Format Sitasi

APA MLA BibTeX

Guo, J., Liu, A., Xiao, J. (2020). Melody Classification based on Performance Event Vector and BRNN. https://arxiv.org/abs/2010.07562

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Informasi Jurnal

Tahun Terbit: 2020
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓