Paper Citation Record · LEDGER

The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints

As of 15 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2608.07980.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.07980 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:39:51.442771Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact1
verified fuzzy3
unresolved5
parse uncertain0
malformed identifier2
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 90f75298-1b8d-4a2a-899e-ea61874b32dc · outbound

This paper cites Why Did the x-Vector System Miss a Target Speaker? Impact of Acoustic Mismatch Upon Target Score on VoxCeleb Data.

The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints Why Did the x-Vector System Miss a Target Speaker? Impact of Acoustic Mismatch Upon Target Score on VoxCeleb Data

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T00:39:51.665674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cbf34c54-9edc-4fe7-a75e-d98569d0105c · outbound

This paper cites Public Security Industry Standard GA/T 1433-2017.

The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints Public Security Industry Standard GA/T 1433-2017

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T00:39:51.419692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32ec8e3e-8972-436a-8a02-600e1627e38b · outbound

This paper cites URL:https://www.nist.gov/standard/.

The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints URL:https://www.nist.gov/standard/

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:39:51.715285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f4d3a4ee-7bbc-420f-9b62-90c54269d58a · outbound

This paper cites Government of the Hong Kong Special Administrative Region,.

The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints Government of the Hong Kong Special Administrative Region,

Reference 299

Resolution: verified exact; doi, observed 2026-08-12T00:39:51.476380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b2808b80-6a7a-4e04-adf1-959722b71715 · outbound

This paper cites Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or PLDA?.

The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or PLDA?

Reference 463

Resolution: malformed identifier; local_arxiv, observed 2026-08-12T00:39:51.493650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e115d285-e15d-47c5-8f5b-80af5160bc7b · outbound

This paper cites Journal of voice 22, 472–488.

The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints Journal of voice 22, 472–488

Reference 2008

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:39:51.738555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 10434a84-dbbb-49f2-8569-12e66b2f9777 · outbound

This paper cites ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models.

The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-12T00:39:51.411070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd54612e-f38c-4a5d-a5db-d1e63a9fa776 · outbound

This paper cites Analyzing speaker verification embedding extractors and back-ends under language and channel mismatch.

The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints Analyzing speaker verification embedding extractors and back-ends under language and channel mismatch

Reference 2022

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T00:39:51.511265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3c6a4faa-bbe2-400e-82c5-1995b7dd061c · outbound

This paper cites ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification.

The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-12T00:39:51.384689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 492f60d2-f780-446c-9c78-1bad77c18fd9 · outbound

This paper cites Exploring wav2vec 2.0 on speaker verification and language identification.

The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints Exploring wav2vec 2.0 on speaker verification and language identification

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-12T00:39:51.395052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76538222-3893-4134-a1ab-0c5b02696cb8 · outbound

This paper cites 1586–1595.

The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints 1586–1595

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:39:51.700116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1ef26fae-3128-43c9-87dd-94aa83d88f3d · outbound

This paper cites an unresolved cited work.

The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints Unresolved cited work

Reference 2026

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:39:51.727300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d5fd097c-9d2c-46bc-bae5-8da46f317139 · outbound

This paper cites Shouted Speech Compensation for Speaker Verification Robust to Vocal Effort Conditions.

The Voiceprint Fallacy: Why Voices Are Not Unique Biometric Imprints Shouted Speech Compensation for Speaker Verification Robust to Vocal Effort Conditions

Reference 2486

Resolution: malformed identifier; local_arxiv, observed 2026-08-12T00:39:51.527617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.