52 citations · 233 across the 62 of their papers we have counts for
Showing 2020 · cs.SDShow all
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cs.SD2020★ 52 cited
POP909: A Pop-song Dataset for Music Arrangement Generation
Ziyu Wang, Ke Chen, Junyan Jiang +5
Music arrangement generation is a subtask of automatic music generation, which involves reconstructing and re-conceptualizing a piece with new compositional techniques. Such a gene…
cs.SD2020★ 20 cited
Learning Interpretable Representation for Controllable Polyphonic Music Generation
Ziyu Wang, Dingsu Wang, Yixiao Zhang +1
While deep generative models have become the leading methods for algorithmic composition, it remains a challenging problem to control the generation process because the latent vari…
cs.SD2020★ 15 cited
Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions
Ke Chen, Gus Xia, Shlomo Dubnov
Automatic music generation is an interdisciplinary research topic that combines computational creativity and semantic analysis of music to create automatic machine improvisations.…