Nuanced Music Emotion Recognition via a Semi‑Supervised Multi‑Relational Graph Neural Network Cover

Nuanced Music Emotion Recognition via a Semi‑Supervised Multi‑Relational Graph Neural Network

Transactions of the International Society for Music Information Retrieval

Volume 8 (2025): Issue 1

By: Andreas Peintner , Marta Moscati , Yu Kinoshita, Richard Vogl , Peter Knees , Markus Schedl , Hannah Strauss , Marcel Zentner and Eva Zangerle

Open Access

|Jun 2025

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DOI: https://doi.org/10.5334/tismir.235 | Journal eISSN: 2514-3298

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Language: English

Submitted on: Oct 29, 2024

Accepted on: Apr 30, 2025

Published on: Jun 11, 2025

Published by: Ubiquity Press

In partnership with: Paradigm Publishing Services

Publication frequency: 1 issue per year

Keywords:

music emotion recognition,

graph neural networks,

semi-supervised learning,

contrastive loss,

evoked emotions,

node representation,

multi-relational,

© 2025 Andreas Peintner, Marta Moscati, Yu Kinoshita, Richard Vogl, Peter Knees, Markus Schedl, Hannah Strauss, Marcel Zentner, Eva Zangerle, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.

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