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09/19/2023
Motif-Centric Representation Learning for Symbolic Music
Music motif, as a conceptual building block of composition, is crucial f...
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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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07/11/2023
On the Effectiveness of Speech Self-supervised Learning for Music
Self-supervised learning (SSL) has shown promising results in various sp...
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06/18/2023
MARBLE: Music Audio Representation Benchmark for Universal Evaluation
In the era of extensive intersection between art and Artificial Intellig...
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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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05/31/2023
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
Self-supervised learning (SSL) has recently emerged as a promising parad...
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05/30/2023
Calliffusion: Chinese Calligraphy Generation and Style Transfer with Diffusion Modeling
In this paper, we propose Calliffusion, a system for generating high-qua...
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11/10/2022
Vis2Mus: Exploring Multimodal Representation Mapping for Controllable Music Generation
In this study, we explore the representation mapping from the domain of ...
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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
Modeling Perceptual Loudness of Piano Tone: Theory and Applications
The relationship between perceptual loudness and physical attributes of ...
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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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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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08/24/2022
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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02/13/2022
Learning long-term music representations via hierarchical contextual constraints
Learning symbolic music representations, especially disentangled represe...
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02/03/2022
Sensing the Breath: A Multimodal Singing Tutoring Interface with Breath Guidance
Breath is a significant component in singing performance, which is still...
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12/30/2021
Audio-to-symbolic Arrangement via Cross-modal Music Representation Learning
Could we automatically derive the score of a piano accompaniment based o...
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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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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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07/19/2021
Measuring a Six-hole Recorder Flute's Response to Breath Pressure Variations and Fitting a Model
We propose the Siamese-flute method that measures the breath pressure an...
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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
Learning Interpretable Representation for Controllable Polyphonic Music Generation
While deep generative models have become the leading methods for algorit...
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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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07/21/2020
Word Representation for Rhythms
This paper proposes a word representation strategy for rhythm patterns. ...
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02/05/2020
Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions
Automatic music generation is an interdisciplinary research topic that c...
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06/09/2019
Deep Music Analogy Via Latent Representation Disentanglement
Analogy is a key solution to automated music generation, featured by its...
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06/04/2019
Adaptive Multimodal Music Learning via Interactive-haptic Instrument
Haptic interfaces have untapped the sense of touch to assist multimodal ...
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04/18/2019
Inspecting and Interacting with Meaningful Music Representations using VAE
Variational Autoencoders(VAEs) have already achieved great results on im...
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12/28/2018
A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement
We contribute a pop-song automation framework for lead melody generation...
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11/20/2018
The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation
With recent breakthroughs in artificial neural networks, deep generative...
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11/14/2018
Melodic Phrase Segmentation By Deep Neural Networks
Automated melodic phrase detection and segmentation is a classical task ...
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03/19/2018
Music Style Transfer: A Position Paper
Led by the success of neural style transfer on visual arts, there has be...
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03/19/2018
Music Style Transfer Issues: A Position Paper
Led by the success of neural style transfer on visual arts, there has be...
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03/18/2018