Paper Citation Record · LEDGER

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts

As of 7 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2508.13320.

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

pith.paper-citation-record.v1
2508.13320 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T19:08:18.094752Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

40 of 40 outbound references displayed

verified exact2
verified fuzzy18
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2439e2d6-92db-4156-b13a-ec66774d5fad · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:32.781056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a2fd9933-1b76-4166-a669-e05ec7f102ca · outbound

This paper cites Kameoka , T.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Kameoka , T

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:32.524785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c2aa4ce-127d-4ce7-86f2-e1f585c822f0 · outbound

This paper cites Choi, S.-H.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Choi, S.-H

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:32.249370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7447a253-9b12-49a3-9966-90ad37f20136 · outbound

This paper cites Casanova, J.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Casanova, J

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:31.965232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a26f432d-415b-47e1-afde-6220406ea283 · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:31.634754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4ab04b49-46b1-4326-82a3-ea877ad8648f · outbound

This paper cites Kaneko, H.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Kaneko, H

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:31.378880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7394c0d7-0b11-4854-b3b2-1a6af4c52d67 · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:31.065602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f279cb26-66d3-4747-9bc0-ee2467c754ff · outbound

This paper cites Cheng and J.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Cheng and J

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:30.534747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e7fa7769-b2fa-4f1e-9179-c041166ecdb7 · outbound

This paper cites Faundez-Zanuy, M.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Faundez-Zanuy, M

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:30.127599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 284ef1da-b3b5-4917-9d67-4264ea2f74de · outbound

This paper cites Dathathri, A.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Dathathri, A

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:29.745602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 50341172-0841-412a-adc8-d516e275903f · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:29.324410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eaabb7c8-95a0-48be-a31d-c7e2c68fe6d4 · outbound

This paper cites D'Amour, K.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts D'Amour, K

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:28.874754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation faae1c4c-b29a-46e3-806b-30c707938897 · outbound

This paper cites ShiftySpeech: A Large-Scale Synthetic Speech Dataset with Distribution Shifts.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts ShiftySpeech: A Large-Scale Synthetic Speech Dataset with Distribution Shifts

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T19:08:14.134784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d72686cf-bbaf-4c30-bd37-432ff536c610 · outbound

This paper cites Vinyals, C.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Vinyals, C

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:28.474373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c9b0e51f-0477-4965-a54d-74673dc36005 · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:28.124958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a359bcf4-45fb-4313-88e0-605256d57eba · outbound

This paper cites Snell, K.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Snell, K

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:27.714266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 92b8ef1c-48d9-4342-a871-d4433077e624 · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:27.343494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b51e25cb-0578-4bd0-8f1a-fbf5034a88fc · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:26.995199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ec0ed624-2818-45ed-8f28-16f6d32d3db4 · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:26.655895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e48a56f1-a725-4dfd-a340-fa43f297729a · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:26.253362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1900b511-f5b1-46e7-b95a-77bddd433a94 · outbound

This paper cites Heggan, S.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Heggan, S

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:25.895026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bdd9c94a-3fa3-4195-ac10-4b0991ca98fe · outbound

This paper cites Okabe, T.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Okabe, T

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:25.564853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dd191835-475f-4a6c-b72b-a6af7c07e0a6 · outbound

This paper cites Vaswani, N.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Vaswani, N

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:25.184754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 040c854c-cbf7-4d0c-aa59-e9eeabf35575 · outbound

This paper cites Conneau, A.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Conneau, A

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:24.714754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1a83340d-74c8-4cb4-8417-1f902456ee4e · outbound

This paper cites A Simple Fix to Mahalanobis Distance for Improving Near-OOD Detection.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts A Simple Fix to Mahalanobis Distance for Improving Near-OOD Detection

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T19:08:15.832760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ccf325c-ba51-4cdb-86bd-7e9e63677a10 · outbound

This paper cites Kukanov, J.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Kukanov, J

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:24.354747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 572090bb-8b13-4481-84f4-10ba902c4802 · outbound

This paper cites 2783--2787.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts 2783--2787

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:23.973688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5c028162-10a5-4a4a-8684-e3c11a4443fa · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:23.714828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bf1ab78c-dc23-4ef7-9b78-74fae8da3798 · outbound

This paper cites Snyder, D.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Snyder, D

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:23.274893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fa40e256-d0c8-4c4f-b720-849c9fa01809 · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:22.924756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 84c009f4-9ffa-4503-9473-8789f7a639a8 · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:22.514824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 89875c57-2df1-48c8-871d-d5a26c832c99 · outbound

This paper cites A Study of Few-Shot Audio Classification.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts A Study of Few-Shot Audio Classification

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-05T19:08:19.404926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 796e9937-6379-4dc9-a61f-0f830593c51b · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:22.084835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a7b81cd4-6380-48a5-9598-be02916ff6ec · outbound

This paper cites Liang, B.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Liang, B

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:08:21.655339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 702627ca-699d-45f7-9537-a8aa06c2df33 · outbound

This paper cites Synthetic speech detection using meta-learning with prototypical loss.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Synthetic speech detection using meta-learning with prototypical loss

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-05T19:08:18.887077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6613c845-2648-4baf-9036-05977466d822 · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:21.192646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b502d83-6ea4-4ced-b84d-915e423668c7 · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:20.874947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 08d61a2f-fdea-40d4-8e97-50239c697732 · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:20.504841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6208845f-7841-4a99-9eca-6774c775ecc8 · outbound

This paper cites an unresolved cited work.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:08:20.134752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e8300f3f-a1c9-4004-a837-4c4f43556eb5 · outbound

This paper cites fl`iw ێTC7eR f T 4 Of L1t/ +.7 g ; & r?lޛ Ӽo޵N焘Ԧ@9k߳4ѴrJL0i L X !*<LR \ Bahs bK)si i N(1 At Q9f[ D i i圼zK J V(@.

Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts fl`iw ێTC7eR f T 4 Of L1t/ +.7 g ; & r?lޛ Ӽo޵N焘Ԧ@9k߳4ѴrJL0i L X !*<LR \ Bahs bK)si i N(1 At Q9f[ D i i圼zK J V(@

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T19:08:18.094752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.