Paper Citation Record · LEDGER

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors

As of 8 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2607.21820.

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

pith.paper-citation-record.v1
2607.21820 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T06:39:33.272604Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

34 of 34 outbound references displayed

verified exact0
verified fuzzy0
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8cd28b62-ba81-4a80-b4da-fee82c3869a9 · outbound

This paper cites ASVspoof 2021 baseline systems.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors ASVspoof 2021 baseline systems

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:29.042099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3aba22a-6421-4b4f-9dff-7f16a5cfdfd1 · outbound

This paper cites Br ¨ummer and J.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Br ¨ummer and J

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:29.147123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5850439-f70f-428e-9fc5-77b6eb5953e6 · outbound

This paper cites RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:29.235049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dad65e4b-a2e2-4986-a99e-464bd19ed69c · outbound

This paper cites Cheng, H.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Cheng, H

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:29.399680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca454b73-652a-442a-9ed7-b74c00e65c4f · outbound

This paper cites an unresolved cited work.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:29.526706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b34dd307-4c6e-44c7-a8a9-0edeaf7a2ca7 · outbound

This paper cites Delgado, N.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Delgado, N

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:29.679278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b4734a2-ccbc-4896-864a-64b5deda7f13 · outbound

This paper cites Desplanques, J.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Desplanques, J

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:29.770596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8d44edc-61d8-4a8d-af0f-1e64db4f1eae · outbound

This paper cites Frank and L.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Frank and L

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:29.885478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de2413c0-a721-488a-8f5e-7b012047dbc3 · outbound

This paper cites Gal and Z.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Gal and Z

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:29.963492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac4eefe3-8af4-4a5b-a6e8-57466f7fb509 · outbound

This paper cites an unresolved cited work.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:30.079619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc8e50b7-309a-43a0-85e9-f7875f7e0533 · outbound

This paper cites an unresolved cited work.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:30.230789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f96afd67-38cd-405c-8a1e-fa15e1f1d06f · outbound

This paper cites Khanjani, G.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Khanjani, G

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:30.297499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d85c8f6e-b24a-4f9f-9852-5c84923ada29 · outbound

This paper cites Lakshminarayanan, A.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Lakshminarayanan, A

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:30.489182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6434e180-0a62-484e-ab7d-73e8b1f1917e · outbound

This paper cites an unresolved cited work.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:30.615738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ec4a199-93cd-4b2a-8167-4fd63b1ec017 · outbound

This paper cites an unresolved cited work.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:30.784915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28269dd0-6f92-4632-b107-e2db1e82fd25 · outbound

This paper cites an unresolved cited work.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:30.936773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df8d2290-8ff0-45b9-aa6e-c3ee64dd13e9 · outbound

This paper cites M ¨uller, P.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors M ¨uller, P

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:31.037816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cecae55-82ee-45dc-a489-8bc057e36f9f · outbound

This paper cites Nagrani, J.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Nagrani, J

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:31.103944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b4baef4-b941-49b2-9f35-dfe906a9f27b · outbound

This paper cites an unresolved cited work.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:31.164026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5213d2e-46c8-4653-9756-bdf41980806f · outbound

This paper cites Pianese, D.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Pianese, D

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:31.229353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f6878ac-4b9b-4d29-86fb-87b8c385454d · outbound

This paper cites Ravanelli, T.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Ravanelli, T

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:31.380770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb28b1a7-35b8-41ef-9984-a4454edfcbcc · outbound

This paper cites Sisman, J.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Sisman, J

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:31.522342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7764660e-5a2c-428a-8587-da3eaa126762 · outbound

This paper cites End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:31.663715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aa1334d-b682-4bb3-b40a-d293f453de22 · outbound

This paper cites an unresolved cited work.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:31.783377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27d64aa8-8135-43f0-afe9-579efb1d58a2 · outbound

This paper cites an unresolved cited work.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:31.901140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16f1b4d3-851c-4d63-b725-32bed8832393 · outbound

This paper cites A Survey on Neural Speech Synthesis.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors A Survey on Neural Speech Synthesis

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:32.077252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8800baf-9380-43cb-8f18-1079f2754600 · outbound

This paper cites Todisco, X.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Todisco, X

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:32.226141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bb0358a-71c0-4f10-98df-b9b9369d9eb3 · outbound

This paper cites an unresolved cited work.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:32.367785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dfcde17-a458-49c5-a75c-7261dd37c2e6 · outbound

This paper cites weon Jung, S.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors weon Jung, S

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:32.527881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e468b7f-402f-4c04-a634-a3baf3d1d4fd · outbound

This paper cites weon Jung, H.-S.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors weon Jung, H.-S

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:32.621965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 043aa525-c760-483d-b918-b51ef0dbbc20 · outbound

This paper cites an unresolved cited work.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:32.814653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3d02cc7-7a11-4be6-89b1-d7ed1c665807 · outbound

This paper cites ADD 2023: the Second Audio Deepfake Detection Challenge.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors ADD 2023: the Second Audio Deepfake Detection Challenge

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:32.948220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd895a48-93df-4cd4-99e2-ad8ad643bd8a · outbound

This paper cites Audio Deepfake Detection: A Survey.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Audio Deepfake Detection: A Survey

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:33.076594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7e128ca-16f8-4b86-bffa-b42029fc497d · outbound

This paper cites Zhang, S.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Zhang, S

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:33.272604Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.