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Paper Citation Record · LEDGER

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops

As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2502.09553.

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

pith.paper-citation-record.v1
2502.09553 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T21:10:02.507782Z

measured 16 of 16 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

16 of 16 outbound references displayed

  • verified exact5
  • verified fuzzy3
  • unresolved5
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4fdae0de-22f3-4d6f-8b4a-c20e27045db6 · outbound

This paper cites an unresolved cited work.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops Unresolved cited work

Reference 1

Resolution
verified exact
doi, observed 2026-08-07T21:10:02.602656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:10:02.455263Z digest=sha256:2dad23d7c7f56f98a2f3d65002a0d58ef8f8b4918f0c7b90e02ce809c5c0cd20

Observation e867ecc2-8d17-4307-91c1-8cb0c7e01c80 · outbound

This paper cites Learning from Noisy Labels with Deep Neural Networks: A Survey.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops Learning from Noisy Labels with Deep Neural Networks: A Survey

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T21:10:02.458802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:10:02.458802Z digest=sha256:d6cda8d328b0ccfcba1ab6d473da1b3be658f4d40ec7b5ce3e5f9bfc36a403bf

Observation 90b7fbbe-9d7c-4bd4-89e9-21e78398c196 · outbound

This paper cites Valero and F.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops Valero and F

Reference 3

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T21:10:02.928373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:10:02.462311Z digest=sha256:c58dc4e6d4065a1090e99fd5072ab8dc730c3c2bdafcae6921e057c093d2e2ed

Observation 1c28a21f-f1c5-42bb-9c4b-0390ddada0ba · outbound

This paper cites Yamagishi, M.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops Yamagishi, M

Reference 4

Resolution
verified exact
doi, observed 2026-08-07T21:10:02.584277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:10:02.465310Z digest=sha256:7851603805a6e9e59f5b6b26d3bfd32f849ad207436e98728fc9b1e6f544417d

Observation a59e0a34-7f4e-4519-8f6e-520c5220e615 · outbound

This paper cites Mochizuki, S.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops Mochizuki, S

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:10:02.956749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:10:02.468047Z digest=sha256:aee5bd24e21fa287f14f6b2156e3fe2eb916cdd63b4d93e78483ead031eba84f

Observation 92b4dab7-25ed-49f6-b606-381753b889b1 · outbound

This paper cites Merchant, V oice Authentication and Face Recognition, GitHub repos- itory, 2024.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops Merchant, V oice Authentication and Face Recognition, GitHub repos- itory, 2024

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:10:02.948182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:10:02.473757Z digest=sha256:7f45977116bb027e737d5168465cc2bb30eeb4cbeb694d01453547b5167a97a0

Observation 07942830-58c3-4903-872f-d66ef125a822 · outbound

This paper cites an unresolved cited work.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops Unresolved cited work

Reference 7

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T21:10:02.861205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:10:02.476594Z digest=sha256:aec9a280af46f1158b2eb60fa6ea413d62f08eb354aae5c55fb1bf6360ce57a1

Observation 43c72a66-3aaa-4e94-9fcb-e41672553006 · outbound

This paper cites an unresolved cited work.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T21:10:02.487117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:10:02.487117Z digest=sha256:37de271ef57306ac5ce87fbadbb10c1f5b320a396dbe3d12b336a0dbe5a13fbb

Observation 45fbe51e-d99c-4f14-bed6-62daac00631c · outbound

This paper cites Mittal and M.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops Mittal and M

Reference 10

Resolution
verified exact
doi, observed 2026-08-07T21:10:02.565610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:10:02.490128Z digest=sha256:0fd575da6f85c175d4cbf2d3e3c811fcdeabd6f756f963a4b1affcc3b0291e3c

Observation a52ea602-1d35-44a9-a402-d845088ebc3b · outbound

This paper cites Kinnunen, M.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops Kinnunen, M

Reference 11

Resolution
malformed identifier
no resolver link, observed 2026-08-07T21:10:02.493810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:10:02.493810Z digest=sha256:8334be063e97f21513076571ffddde07d211ef7c17bb0901986a0c72de521a5e

Observation 4ce90a32-f30e-4225-bcf9-b21a95534980 · outbound

This paper cites Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-07T21:10:02.549428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:10:02.497100Z digest=sha256:408ecc0d96196550bdab4aae1ad4ce18dc274a5340b7af35e37b5c8eb73db6ed

Observation 1a691a08-02e9-4c6e-b79a-5876fbedc736 · outbound

This paper cites Zhang, C.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops Zhang, C

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:10:02.937949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:10:02.500970Z digest=sha256:eb6468c8b461a5f9ce9d3717406e13d57c43f1c8b9e0f1b496f4a310be06962e

Observation 594870a1-a2ef-40f0-825d-35acd801e359 · outbound

This paper cites OutfitAnyone: Ultra-high Quality Virtual Try-On for Any Clothing and Any Person.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops OutfitAnyone: Ultra-high Quality Virtual Try-On for Any Clothing and Any Person

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T21:10:02.507782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:10:02.507782Z digest=sha256:d5ff8cab3c2d18a9a4cb6dba0de46587f97981ce8b8d61c87b6309f8741f667a

Observation acf012f5-3016-49d8-a191-61ee2fb4fb62 · outbound

This paper cites Available: https://doi.org/10.1121/1.4969520.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops Available: https://doi.org/10.1121/1.4969520

Reference 2016

Resolution
verified exact
doi, observed 2026-08-07T21:10:02.574958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:10:02.471045Z digest=sha256:32b732b4ecd628b7c8493dd65121a5c2c85c728323a5a2bfa46fa91ec8877030

Observation 51878da5-508d-4ea3-ab44-a77cd35a6eb3 · outbound

This paper cites Poisoning Attacks and Defenses on Artificial Intelligence: A Survey.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops Poisoning Attacks and Defenses on Artificial Intelligence: A Survey

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-07T21:10:02.483719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:10:02.483719Z digest=sha256:5835373aa28ad0db9c0a42ee5ab5062c912d016ef6085f46d46d659215271767

Observation c57031df-7dd5-4e0b-8e73-f699b9d5cf01 · outbound

This paper cites A Survey on Audio Diffusion Models: Text To Speech Synthesis and Enhancement in Generative AI.

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops A Survey on Audio Diffusion Models: Text To Speech Synthesis and Enhancement in Generative AI

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T21:10:02.504068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:10:02.504068Z digest=sha256:ed92d50911ff1da206bdf9a8d34693e12e54ba5721c488eda1ba1e74677d5dd0

Pith citing papers

No inbound Pith citation observations are available.