Music Transformer: Generating Music with Long-Term Structure

Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, +7

International Conference on Learning Representations

MusicMusic TransformerComputational MusicologyDesignSound Synthesis +1

A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music

Adam P. Roberts, Jesse Engel, Colin Raffel, +2

arXiv (Cornell University)

MusicStructured PredictionComputational MusicologyEngineeringMachine Learning +16

Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset

Curtis Hawthorne, Andriy Stasyuk, Adam P. Roberts, +6

arXiv (Cornell University)

MusicComputational MusicologyEngineeringMusic GenerationData Science +12

Enabling Factorized Piano Music Modeling and Generation with the MAESTRO\n Dataset

Curtis Hawthorne, Andriy Stasyuk, Adam P. Roberts, +6

arXiv (Cornell University)

A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music

Adam P. Roberts, Jesse Engel, Colin Raffel, +2

International Conference on Machine Learning

MusicStructured PredictionComputational MusicologyEngineeringMachine Learning +16

An Improved Relative Self-Attention Mechanism for Transformer with Application to Music Generation

Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, +5

arXiv (Cornell University)

MusicNatural Language ProcessingRelative Position RepresentationsStructured PredictionEngineering +8

Scaling Up Models and Data with $\texttt{t5x}$ and $\texttt{seqio}$

Adam Roberts, Hyung Won Chung, Anselm Levskaya, +40

arXiv (Cornell University)

Software LibrariesEngineeringMachine LearningEvaluation PipelinesMultiple Scale +20

Music Transformer

Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, +7

arXiv (Cornell University)

MusicMusic ReliesNatural Language ProcessingSequence ModellingEngineering +7

Onsets and Frames: Dual-Objective Piano Transcription

Curtis Hawthorne, Erich Elsen, Jialin Song, +6

arXiv (Cornell University)

MusicComputational MusicologyEngineeringMachine LearningDeep Convolutional +16

The Bach Doodle: Approachable music composition with machine learning at scale

Cheng-Zhi Anna Huang, Curtis Hawthorne, Adam P. Roberts, +4

arXiv (Cornell University)

MusicLarge Ai ModelComputational MusicologyDanceMachine Learning +12