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Symbolic Music Generation with Diffusion Models
Score-based generative models and diffusion probabilistic models have be...
03/30/2021 ∙ by Gautam Mittal, et al. ∙
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Encoding Musical Style with Transformer Autoencoders
We consider the problem of learning high-level controls over the global ...
12/10/2019 ∙ by Kristy Choi, et al. ∙
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Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset
Generating musical audio directly with neural networks is notoriously di...
10/29/2018 ∙ by Curtis Hawthorne, et al. ∙
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Piano Genie
We present Piano Genie, an intelligent controller which allows non-music...
10/11/2018 ∙ by Chris Donahue, et al. ∙
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Music Transformer
Music relies heavily on repetition to build structure and meaning. Self-...
09/12/2018 ∙ by Cheng-Zhi Anna Huang, et al. ∙
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This Time with Feeling: Learning Expressive Musical Performance
Music generation has generally been focused on either creating scores or...
08/10/2018 ∙ by Sageev Oore, et al. ∙
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Learning a Latent Space of Multitrack Measures
Discovering and exploring the underlying structure of multi-instrumental...
06/01/2018 ∙ by Ian Simon, et al. ∙
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Onsets and Frames: Dual-Objective Piano Transcription
We consider the problem of transcribing polyphonic piano music with an e...
10/30/2017 ∙ by Curtis Hawthorne, et al. ∙
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