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12/13/2022
Redefining Relationships in Music
AI tools increasingly shape how we discover, make and experience music. ...
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03/28/2022
Improving Source Separation by Explicitly Modeling Dependencies Between Sources
We propose a new method for training a supervised source separation syst...
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12/17/2021
MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling
Musical expression requires control of both what notes are played, and h...
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10/12/2020
AI Song Contest: Human-AI Co-Creation in Songwriting
Machine learning is challenging the way we make music. Although research...
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07/14/2019
The Bach Doodle: Approachable music composition with machine learning at scale
To make music composition more approachable, we designed the first AI-po...
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03/18/2019
Counterpoint by Convolution
Machine learning models of music typically break up the task of composit...
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10/29/2018
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset
Generating musical audio directly with neural networks is notoriously di...
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09/12/2018
An Improved Relative Self-Attention Mechanism for Transformer with Application to Music Generation
Music relies heavily on self-reference to build structure and meaning. W...
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09/12/2018