Voice as a Candidate Digital Biomarker: Preliminary Comparison of Classical Acoustic Analysis and Self-Supervised Learning Models

Antonino Maniaci, Moreno La Quatra, Maria Stella Di Modica, Andy Bertolin, Maria Rosaria Barillari, Marco Lionello, Mario Lentini, Jérôme R. Lechien, Stéphane Hans, Valerio Mario Salerno

Open source

DOI
10.1016/j.jvoice.2026.10.033
Published
2026-11
Container
Journal of Voice
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.jvoice.2026.10.033,
  title = {Voice as a Candidate Digital Biomarker: Preliminary Comparison of Classical Acoustic Analysis and Self-Supervised Learning Models},
  author = {Antonino Maniaci and Moreno La Quatra and Maria Stella Di Modica and Andy Bertolin and Maria Rosaria Barillari and Marco Lionello and Mario Lentini and Jérôme R. Lechien and Stéphane Hans and Valerio Mario Salerno},
  year = {2026},
  journal = {Journal of Voice},
  doi = {10.1016/j.jvoice.2026.10.033},
  url = {https://doi.org/10.1016/j.jvoice.2026.10.033}
}

RIS

TY  - JOUR
TI  - Voice as a Candidate Digital Biomarker: Preliminary Comparison of Classical Acoustic Analysis and Self-Supervised Learning Models
AU  - Antonino Maniaci
AU  - Moreno La Quatra
AU  - Maria Stella Di Modica
AU  - Andy Bertolin
AU  - Maria Rosaria Barillari
AU  - Marco Lionello
AU  - Mario Lentini
AU  - Jérôme R. Lechien
AU  - Stéphane Hans
AU  - Valerio Mario Salerno
PY  - 2026
JO  - Journal of Voice
DO  - 10.1016/j.jvoice.2026.10.033
UR  - https://doi.org/10.1016/j.jvoice.2026.10.033
ER  - 

APA

Maniaci, A., Quatra, M. L., Modica, M. S. D., Bertolin, A., Barillari, M. R., Lionello, M., Lentini, M., Lechien, J. R., Hans, S., & Salerno, V. M. (2026). Voice as a Candidate Digital Biomarker: Preliminary Comparison of Classical Acoustic Analysis and Self-Supervised Learning Models. Journal of Voice. https://doi.org/10.1016/j.jvoice.2026.10.033

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