OSCR

Beyond fingerprint and voice print: cough sequence sound for identity verification.

Overview

Authors: Haomiao Li1, Siyan Wang1, Linh He2, Joseph Colonel3, Robin Zhao1, Anaïs Rameau2
  1. Cornell Tech, New York, NY USA
  2. Sean Parker Institute for the Voice, Department of Otolaryngology – Head and Neck Surgery, Weill Cornell Medical College, New York, NY USA
  3. Icahn School of Medicine at Mount Sinai, New York, NY USA
Institutions: Cornell Tech (United States); Cornell University (United States); Weill Cornell Medicine (United States); Icahn School of Medicine at Mount Sinai (United States)
Journal: npj health systems, volume 3, issue 1, article 60
Dates: received 18 December 2025; accepted 18 May 2026; published online 8 July 2026
Type: Research article · Language: English
License: CC BY-NC-ND
Identifiers: DOI 10.1038/s44401-026-00111-1 · PMID 42527512 · PMCID PMC13354190 · OpenAlex W7167577345
Open access: gold, a free copy (OpenAlex)
Status: dead link
Methods: Connectivity, Statistics
Keywords: Computational biology and bioinformatics, Mathematics and computing, Neuroscience
Topic: Respiratory and Cough-Related Research (Pulmonary and Respiratory Medicine, Medicine), according to OpenAlex
Funding: ODCDC CDC HHS (OT2 OD032720); NIA NIH HHS (K76 AG079040); NIH HHS (OT2 OD032720); AIM-AHEAD: Traineeship in Advanced Data Analytics (3OT2OD032581-01S1-665)
Citations: not cited yet (Europe PMC); 61 references in the paper

Abstract

The abstract is not reproduced here: the paper's license (CC BY-NC-ND) does not allow it. Read it in the paper, at the publisher or on Europe PMC.

Code

No file of the authors' code could be read here: it is described below, and read at its source.

Rameau-Lab/Cough-Sequence-Sound-for-Identity-Verification

License: none: the authors keep all their rights
State: the link is dead, verified on 27 September 2026
Evidence: found in the paper
Software Heritage: not archived
Found in: “Code availability”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 27 September 2026: the link is dead
  • 27 September 2026: the link is dead
At the source: github.com/Rameau-Lab/Cough-Sequence-Sound-for-Identity-Verification

Code availability statement

The paper has a code availability statement. Its license (CC BY-NC-ND) does not allow reproducing it here; in short, from what the harvester recognized in it:

Read it in the paper: doi.org/10.1038/s44401-026-00111-1.

Tracing map

Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.

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  • 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 0 scripts, each with its path and the digest of its content;
  • no match between paragraphs and code yet;
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Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

No dataset and no data link were found in the paper.

Code and data availability statement

The paper has a code and data availability statement. Its license (CC BY-NC-ND) does not allow reproducing it here; in short, from what the harvester recognized in it:

Read it in the paper: doi.org/10.1038/s44401-026-00111-1.

Versions

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Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 6 authors, 3 keywords, 4 funders, 57 references.

Cite

This paper

Li, H., Wang, S., He, L., Colonel, J., Zhao, R., & Rameau, A. (2026). Beyond fingerprint and voice print: cough sequence sound for identity verification. npj health systems, 3(1), 60. https://doi.org/10.1038/s44401-026-00111-1

BibTeX

@article{li2026beyond,
author = {Li, Haomiao and Wang, Siyan and He, Linh and Colonel, Joseph and Zhao, Robin and Rameau, Anaïs},
title = {{Beyond fingerprint and voice print: cough sequence sound for identity verification}},
journal = {npj health systems},
year = {2026},
month = jul,
volume = {3},
number = {1},
pages = {60},
publisher = {Nature Publishing Group},
issn = {3005-1959},
doi = {10.1038/s44401-026-00111-1},
url = {https://doi.org/10.1038/s44401-026-00111-1},
pmid = {42527512},
pmcid = {PMC13354190}
}

RIS

TY - JOUR
AU - Li, Haomiao
AU - Wang, Siyan
AU - He, Linh
AU - Colonel, Joseph
AU - Zhao, Robin
AU - Rameau, Anaïs
TI - Beyond fingerprint and voice print: cough sequence sound for identity verification
T2 - npj health systems
J2 - Npj Health Syst
PY - 2026
DA - 2026/07/08
VL - 3
IS - 1
SP - 60
SN - 3005-1959
PB - Nature Publishing Group
DO - 10.1038/s44401-026-00111-1
UR - https://doi.org/10.1038/s44401-026-00111-1
LA - en
ER -

CSL-JSON

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