
Distorted Realities: Classifying Extreme Vocals Between Harmony and Noise – A Machine–Human Evaluation of Vocal Confusion Patterns
By: Xuhong Qiu and Emilia Parada‑Cabaleiro
Authors
emiliaparada.cabaleiro@hfm-nuernberg.de
Music Pedagogy, Nuremberg University of Music, Nuremberg
DOI: https://doi.org/10.5334/tismir.310 | Journal eISSN: 2514-3298
Language: English
Page range: 309 - 328
Submitted on: Jun 30, 2025
Accepted on: May 13, 2026
Published on: Jul 16, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Keywords:
© 2026 Xuhong Qiu, Emilia Parada‑Cabaleiro, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.