Cover Image

Perception-Inspired Graph Convolution for Music Understanding Tasks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Karystinaios, Emmanouil, Foscarin, Francesco, Widmer, Gerhard
Format:	Preprint
Published:	2024
Subjects:	Sound Artificial Intelligence Machine Learning Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SMUG-Explain: A Framework for Symbolic Music Graph Explanations
by: Karystinaios, Emmanouil, et al.
Published: (2024)

GraphMuse: A Library for Symbolic Music Graph Processing
by: Karystinaios, Emmanouil, et al.
Published: (2024)

Cluster and Separate: a GNN Approach to Voice and Staff Prediction for Score Engraving
by: Foscarin, Francesco, et al.
Published: (2024)

Multi-Stage Music Source Restoration with BandSplit-RoFormer Separation and HiFi++ GAN
by: Morocutti, Tobias, et al.
Published: (2026)

WeaveMuse: An Open Agentic System for Multimodal Music Understanding and Generation
by: Karystinaios, Emmanouil
Published: (2025)

Beat this! Accurate beat tracking without DBN postprocessing
by: Foscarin, Francesco, et al.
Published: (2024)

Language Models for Music Medicine Generation
by: Nikolakakis, Emmanouil, et al.
Published: (2024)

Exploring Performance-Complexity Trade-Offs in Sound Event Detection Models
by: Morocutti, Tobias, et al.
Published: (2025)

MusicLIME: Explainable Multimodal Music Understanding
by: Sotirou, Theodoros, et al.
Published: (2024)

CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following
by: Ma, Yinghao, et al.
Published: (2025)

Sounding Out Reconstruction Error-Based Evaluation of Generative Models of Expressive Performance
by: Peter, Silvan David, et al.
Published: (2023)

Device-Robust Acoustic Scene Classification via Impulse Response Augmentation
by: Morocutti, Tobias, et al.
Published: (2023)

Are Inherently Interpretable Models More Robust? A Study In Music Emotion Recognition
by: Hoedt, Katharina, et al.
Published: (2025)

Estimating Musical Surprisal in Audio
by: Bjare, Mathias Rose, et al.
Published: (2025)

On Temporal Guidance and Iterative Refinement in Audio Source Separation
by: Morocutti, Tobias, et al.
Published: (2025)

Estimating Musical Surprisal from Audio in Autoregressive Diffusion Model Noise Spaces
by: Bjare, Mathias Rose, et al.
Published: (2025)

Music Boomerang: Reusing Diffusion Models for Data Augmentation and Audio Manipulation
by: Fichtinger, Alexander, et al.
Published: (2025)

Quantifying the Corpus Bias Problem in Automatic Music Transcription Systems
by: Marták, Lukáš Samuel, et al.
Published: (2024)

Futga: Towards Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation
by: Wu, Junda, et al.
Published: (2024)

Automatic Music Transcription using Convolutional Neural Networks and Constant-Q transform
by: Telila, Yohannis, et al.
Published: (2025)

AFEN: Respiratory Disease Classification using Ensemble Learning
by: Nadkarni, Rahul, et al.
Published: (2024)

Music Source Restoration
by: Zang, Yongyi, et al.
Published: (2025)

CloserMusicDB: A Modern Multipurpose Dataset of High Quality Music
by: Piekarzewicz, Aleksandra, et al.
Published: (2024)

Evaluating Multimodal Large Language Models on Core Music Perception Tasks
by: Carone, Brandon James, et al.
Published: (2025)

Simple and Controllable Music Generation
by: Copet, Jade, et al.
Published: (2023)

Progressive Rock Music Classification
by: Nagar, Arpan, et al.
Published: (2025)

MusicGen-Chord: Advancing Music Generation through Chord Progressions and Interactive Web-UI
by: Jung, Jongmin, et al.
Published: (2024)

Effective Pre-Training of Audio Transformers for Sound Event Detection
by: Schmid, Florian, et al.
Published: (2024)

The NES Video-Music Database: A Dataset of Symbolic Video Game Music Paired with Gameplay Videos
by: Cardoso, Igor, et al.
Published: (2024)

CMI-RewardBench: Evaluating Music Reward Models with Compositional Multimodal Instruction
by: Ma, Yinghao, et al.
Published: (2026)

MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
by: Li, Yizhi, et al.
Published: (2023)

SAGE-Music: Low-Latency Symbolic Music Generation via Attribute-Specialized Key-Value Head Sharing
by: Tan, Jiaye, et al.
Published: (2025)

Learning Music Audio Representations With Limited Data
by: Plachouras, Christos, et al.
Published: (2025)

A Survey of Music Generation in the Context of Interaction
by: Agchar, Ismael, et al.
Published: (2024)

A Conditioned UNet for Music Source Separation
by: O'Hanlon, Ken, et al.
Published: (2025)

Exploring and Applying Audio-Based Sentiment Analysis in Music
by: Jhanji, Etash
Published: (2024)

DITTO: Diffusion Inference-Time T-Optimization for Music Generation
by: Novack, Zachary, et al.
Published: (2024)

Presto! Distilling Steps and Layers for Accelerating Music Generation
by: Novack, Zachary, et al.
Published: (2024)

An Independence-promoting Loss for Music Generation with Language Models
by: Lemercier, Jean-Marie, et al.
Published: (2024)

Steering Autoregressive Music Generation with Recursive Feature Machines
by: Zhao, Daniel, et al.
Published: (2025)