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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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10/31/2022
Self-Supervised Hierarchical Metrical Structure Modeling
We propose a novel method to model hierarchical metrical structures for ...
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09/21/2022
Learning Hierarchical Metrical Structure Beyond Measures
Music contains hierarchical structures beyond beats and measures. While ...
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08/24/2022
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model
Lyric interpretations can help people understand songs and their lyrics ...
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08/07/2021
A Unified Model for Zero-shot Music Source Separation, Transcription and Synthesis
We propose a unified model for three inter-related tasks: 1) to separate...
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08/17/2020
POP909: A Pop-song Dataset for Music Arrangement Generation
Music arrangement generation is a subtask of automatic music generation,...
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08/17/2020
PIANOTREE VAE: Structured Representation Learning for Polyphonic Music
The dominant approach for music representation learning involves the dee...
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06/09/2019