Melody Classification based on Performance Event Vector and BRNN

15 Oct 2020  ·  Jinyue Guo, Aozhi Liu, Jing Xiao ·

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.

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