Prior-aligned frequency-domain explanations for heart sound classification: a scale-consistent attribution approach

Qiyang Sun, Yupei Li, Aydin Javadov, Xiaoliang Wu, Björn W. Schuller

Open source

DOI: 10.3389/frai.2026.1780496
Published: 2026-05-18
Container: Frontiers in Artificial Intelligence
Publisher: Frontiers Media SA
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.3389/frai.2026.1780496,
  title = {Prior-aligned frequency-domain explanations for heart sound classification: a scale-consistent attribution approach},
  author = {Qiyang Sun and Yupei Li and Aydin Javadov and Xiaoliang Wu and Björn W. Schuller},
  year = {2026},
  journal = {Frontiers in Artificial Intelligence},
  doi = {10.3389/frai.2026.1780496},
  url = {https://doi.org/10.3389/frai.2026.1780496}
}

RIS

TY  - JOUR
TI  - Prior-aligned frequency-domain explanations for heart sound classification: a scale-consistent attribution approach
AU  - Qiyang Sun
AU  - Yupei Li
AU  - Aydin Javadov
AU  - Xiaoliang Wu
AU  - Björn W. Schuller
PY  - 2026
JO  - Frontiers in Artificial Intelligence
DO  - 10.3389/frai.2026.1780496
UR  - https://doi.org/10.3389/frai.2026.1780496
ER  -

APA

Sun, Q., Li, Y., Javadov, A., Wu, X., & Schuller, B. W. (2026). Prior-aligned frequency-domain explanations for heart sound classification: a scale-consistent attribution approach. Frontiers in Artificial Intelligence. https://doi.org/10.3389/frai.2026.1780496

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crossref · retrieved 2026-09-25T15:16:54.376Z