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Paper Citation Record · LEDGER

SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops

As of 18 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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T21:10:02.455263Z digest=sha256:bf6b1b51794c901ff0f417f95309363c67ebf4f0d1d619e1e21517d8f0305ba2

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=sha256:0e73a943dd895f54e348af590a2876bd72a3395ad6c830c4ee81d99800fc86a2

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T21:10:02.462311Z digest=sha256:19b262d9bfce97ff9898be7b63f74719b8d415e8aac9757cbc87df6c132469e9

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T21:10:02.465310Z digest=sha256:c572aa038540e62fdf65a5147e10d0b9ae12b7b1971691221e6e2a740698a6af

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T21:10:02.468047Z digest=sha256:ef91f91d4d3ade9564b044ef91550c358fda5c43570932269884949fcb567170

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T21:10:02.473757Z digest=sha256:d71dae9606a9c4702482cec78b1a244eb53564e0b63e9b710fbe2aefcfb26c25

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T21:10:02.476594Z digest=sha256:dfcfbcb4c9f63c01b1e132a067e674a8340f2eb469cbd992d8509070ab6a7bf4

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=sha256:32093826d0b2eb1af63089f281e5f6aea88be952c8e11585bfaafef01b0490ba

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T21:10:02.490128Z digest=sha256:b12b1c0fab190765569d53f30428d0c3109dc032ba1bac7fe40a4a654143e83e

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:a805e2f4bc6685fdea73fba0bf7bf08148b5add9555b15b6205c8fa30f20cafd

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T21:10:02.497100Z digest=sha256:5b04869fb7ebb33d6fa0e011f55de248d7524e23c37ec2ef3fa5fbf968ac3c5e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T21:10:02.500970Z digest=sha256:c48b0b190fa1fa9240183804a07af863fd546d997089abfbb618a4550b2fedae

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:b98b3fcbbd65100c3738ea77d22493dfc492413a8be502f3219742b3fed530bf

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T21:10:02.471045Z digest=sha256:962640534a24eacd3b41ec7077ce8d883618eba93a0965afc460d93a5aec13e1

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:dca8b6cff0178bc4b19e20b9d35000590956c60925b8629c64c3cffd9f9b791c

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=sha256:260e5a2d483f94a739afaac347bfecfe60c86634a4c9d12d128dd5bf988e78db

Pith citing papers

No inbound Pith citation observations are available.