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07/19/2023
Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls
We propose Polyffusion, a diffusion model that generates polyphonic musi...
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06/02/2023
Q A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement
Music rearrangement is a common music practice of reconstructing and rec...
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09/15/2022
Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation
The variational auto-encoder has become a leading framework for symbolic...
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09/15/2022
Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention
We propose Beat Transformer, a novel Transformer encoder architecture fo...
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09/01/2022
AccoMontage2: A Complete Harmonization and Accompaniment Arrangement System
We propose AccoMontage2, a system capable of doing full-length song harm...
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08/25/2021
AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer
Accompaniment arrangement is a difficult music generation task involving...
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12/10/2020
Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise
Supervised learning under label noise has seen numerous advances recentl...
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12/08/2020