43 citations · 68 across the 5 of their papers we have counts for
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cs.SD2021★ 6 cited
Is Disentanglement enough? On Latent Representations for Controllable Music Generation
Ashis Pati, Alexander Lerch
Improving controllability or the ability to manipulate one or more attributes of the generated data has become a topic of interest in the context of deep generative models of music…
cs.SD2021★ 43 cited
An Interdisciplinary Review of Music Performance Analysis
Alexander Lerch, Claire Arthur, Ashis Pati +1
A musical performance renders an acoustic realization of a musical score or other representation of a composition. Different performances of the same composition may vary in terms…
cs.SD2019★ 10 cited
Explicitly Conditioned Melody Generation: A Case Study with Interdependent RNNs
Benjamin Genchel, Ashis Pati, Alexander Lerch
Deep generative models for symbolic music are typically designed to model temporal dependencies in music so as to predict the next musical event given previous events. In many case…