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Paper Citation Record · LEDGER

Improving Generalization for AI-Synthesized Voice Detection

As of 12 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 0 inbound Pith citation observations for arXiv:2412.19279.

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

pith.paper-citation-record.v1
2412.19279 v2

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:49:27.982194Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

80 of 80 outbound references displayed

  • verified exact2
  • verified fuzzy13
  • unresolved65
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f51d6bd2-490d-4d5d-8556-c67c59ff6d69 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.949324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.652285Z digest=sha256:11339afb69d93b5b200fa21412ae6da0a2706b7984c2febe0b71e9bb4837bf73

Observation 3bb6167b-8edf-4a39-aba1-b718353f8bf8 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.938520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.656277Z digest=sha256:4d1a720ff5884087dec3ccd78638d0a2e67f8a792e276bc281559a8b5ac4221a

Observation 5a7cff16-7189-4326-8363-323c52aba64b · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.926520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.659687Z digest=sha256:f1b634c711298130c90b57a72e0077be86170b43f81f1874c9ee5166ffcbb07e

Observation 133400a9-7cab-4b86-92f3-67af1f9e3dac · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.915852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.663642Z digest=sha256:ae80e3fe2ded556d0530af1bbc502b09b42d8b1a58d9ca9c99ce986374763b7e

Observation 97d31980-8ebc-420c-a0ac-d119ac842f2f · outbound

This paper cites I.; Baratin, A.; Rajeshwar, S.; Ozair, S.; Bengio, Y.; Courville, A.; and Hjelm, D.

Improving Generalization for AI-Synthesized Voice Detection I.; Baratin, A.; Rajeshwar, S.; Ozair, S.; Bengio, Y.; Courville, A.; and Hjelm, D

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.905186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.667180Z digest=sha256:be250534ce24ea1425e6e1f166693b6be74809ecdb6733008fba18f06dc0a670

Observation 8f103703-c5fe-4231-8752-0373035e1798 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.893867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.670773Z digest=sha256:b842c1b2887bb0a6a626045de6bffe563afe6bc2a7ce9a164f7426af8be30fff

Observation 987c7679-59db-4167-a7d9-cb13c50023cc · outbound

This paper cites Efficient Non-Autoregressive GAN Voice Conversion using VQWav2vec Features and Dynamic Convolution.

Improving Generalization for AI-Synthesized Voice Detection Efficient Non-Autoregressive GAN Voice Conversion using VQWav2vec Features and Dynamic Convolution

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-11T00:49:28.143426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.674717Z digest=sha256:c775f539472bab32a8e64a586702ff927ea83722280dda2d0d596647bdb1909e

Observation 1a7b74f0-b88f-488a-b86c-74816e39b3d6 · outbound

This paper cites J.; Norouzi, M.; and Chan, W.

Improving Generalization for AI-Synthesized Voice Detection J.; Norouzi, M.; and Chan, W

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.883649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.678890Z digest=sha256:8c3011437ef6dd2e5d89f4eb8fdfab6c839432921e09e188c4cbb772ecf8e17f

Observation 0e953531-2952-4348-ac56-9245e9a87f0d · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.872579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.683369Z digest=sha256:dbd6f5703d72b1675f700d87562826f93073495472a783a739348122136cc288

Observation 9048811b-5ba3-4d76-a74c-77ae18cc8a88 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.861612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.687857Z digest=sha256:a9c4e9c28da6b51a38a81bc2feaa332964e0396b6e76c75744f56da2896ad406

Observation 2c0ab07e-d417-4f08-a6f5-38609ff9d683 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.850198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.692009Z digest=sha256:83d1a5ef09fa64cd02451bf244c796f2a2198873bd663801284d8af68bce1d96

Observation df2e8bfa-c674-424c-b642-ae943623024c · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.838178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.696661Z digest=sha256:a0425aefe714bf0c7a2c6ddea55492b380d7ba58ce55f0d3a8b0b58758684cc8

Observation 04a002ea-b669-43d8-b297-5cf545e4f338 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.825087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.700517Z digest=sha256:78e4d9266a25b6275fb930dd2e57c67f62eba1cc1a0a56f1ac0836be0a01ef53

Observation 962165ea-390d-4149-9922-d720db330657 · outbound

This paper cites D.; and Varadhan, S.

Improving Generalization for AI-Synthesized Voice Detection D.; and Varadhan, S

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.813237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.704249Z digest=sha256:bb94c22cac1f5f593f9ee765b383b8a7364b95ffc16aa194473f44eb77e610bc

Observation 8b95dc02-bd72-4986-a016-671011a65142 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.800254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.708222Z digest=sha256:0b246497b2c77d1d4914b77f1ca085c01052898754344336f41542515734afd2

Observation 0378b65b-af1c-4a88-a7b2-e02282ad25a9 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.788942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.712144Z digest=sha256:0176e33814cd9f834fc3d95d8d1627818609cd254792845af6e738661987d132

Observation ea599698-659a-441d-a6f8-608eaf9df276 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.777047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.716280Z digest=sha256:1f5ed597ec944bbd1bf6f1d29146b2365ca1982ca89071843c34374983b9e44f

Observation 2dabfed1-c443-45c8-82a7-0533dab94c8d · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.720461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.720461Z digest=sha256:28d981f703816e30d10d752d34013194b12d68ed5b3ac084aba3ec7b0ca70ff3

Observation 4c1f4663-3b5e-446b-a5c1-e5cdee00501a · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.758948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.724397Z digest=sha256:cab02af2b1cc5a87808d819fadb27b4e3c5143e6930df4cc40e74553610c27e6

Observation b0c9fc52-5a2e-473a-a3e8-28da22cd9ac6 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.746200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.728412Z digest=sha256:78c8ca40b51004c92f852ef084b7974cd4c23503a906c95a1e93c75131bd6e6a

Observation 3d854d3f-a4d0-4373-a0b1-d13c3da6c72e · outbound

This paper cites Learning deep representations by mutual information estimation and maximization.

Improving Generalization for AI-Synthesized Voice Detection Learning deep representations by mutual information estimation and maximization

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.732131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.732131Z digest=sha256:99fdd94e60c0477fdb096bd5c95363073dd1da568fb15c0d6bbdbdf7b890bf82

Observation 44986e3b-fc78-45fa-a012-3f2daf22df2e · outbound

This paper cites H.; Lakhotia, K.; Salakhutdinov, R.; and Mohamed, A.

Improving Generalization for AI-Synthesized Voice Detection H.; Lakhotia, K.; Salakhutdinov, R.; and Mohamed, A

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.733297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.736365Z digest=sha256:68268aab67c2587227f37f34db57248ea12ffc3f46bcb2bf1a0b110b7b829e29

Observation 709b214e-f9e2-4bff-b864-7137b0e58a10 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.721293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.741075Z digest=sha256:82d88a0551b610f2b19bb90ac18f98e808d05019938216833a957aeaf71854fa

Observation 01469bdc-a564-4d2f-b4b1-1a43fce40632 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.707915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.745086Z digest=sha256:da2dfb87c7659b709bab2c048c5b86b51f8712a6b7e7770b10e0f300b51018de

Observation b4a0f3e1-330f-4312-98e4-929b48fa017c · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.695679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.749215Z digest=sha256:03732806b9911773fefeff908aef6c332bac73762368362741f294a150779f7a

Observation 330e9e74-b1cd-42be-a88c-a9d615402b6d · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.683328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.753185Z digest=sha256:5b07c15c6ded4b19f3dc0ae60b72a46588f69b1507585045a32d5400a14db898

Observation 6b619916-43e8-45ec-8652-05e1c13d9300 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.671894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.757367Z digest=sha256:6dbf379dbeb4c25ae10a980bc58a5e308034f29041109396483df266a505edfd

Observation f459be73-49c0-42af-8d47-5fd7d39c2dc8 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.660276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.766036Z digest=sha256:5b0698cd78731f51b3ad78628f5e9971d0528e29c619f7518df098022741e175

Observation 437a9612-93d8-45fc-8b7f-d34d007ecc32 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.647815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.770268Z digest=sha256:8a65dcd99bfe094106217778543484522694cbf9da2bc2ffdf71834d29bdb8c5

Observation e0ccbc50-5a15-41b0-a126-292cd3d821ed · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Improving Generalization for AI-Synthesized Voice Detection Adam: A Method for Stochastic Optimization

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.774491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.774491Z digest=sha256:837a602105c0884dc104db7bc740e33839c0e4f8bfff4a8c5abc6e4b79ccd10e

Observation e75a3d0c-f1f0-40b7-bdb6-40ff6c9eb9b1 · outbound

This paper cites B.; and Atwal, G.

Improving Generalization for AI-Synthesized Voice Detection B.; and Atwal, G

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.635805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.778627Z digest=sha256:cf4487d3370602306491cb0e506c2d602dab9447eb486a46ae3c06bd86067087

Observation 3b19efee-b0f4-42ec-9b79-57324d7df62b · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.783041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.783041Z digest=sha256:0de1a031e1a7d22fc66766f187416313a001391c3784e3c362a7f2c847726094

Observation aa80cc6f-e88f-4306-abb7-cd094a59a474 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.615588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.787094Z digest=sha256:d21552a142fb69f3009c9c5b77ae79ba1d3c758eb33017eabf71b0708226fe84

Observation eef69fc2-7ad4-4cab-b3ec-c67296ed2077 · outbound

This paper cites Z.; Sotelo, J.; De Brebisson, A.; Bengio, Y.; and Courville, A.

Improving Generalization for AI-Synthesized Voice Detection Z.; Sotelo, J.; De Brebisson, A.; Bengio, Y.; and Courville, A

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.602782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.791371Z digest=sha256:3f60498935f2b7a09f1d3f1648e684aa920fd0f4c34afa73ab4040afc3e04ae0

Observation 351a5d45-bc7e-4d6d-b03f-44a732e436f3 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.589579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.795510Z digest=sha256:eb9bc02f874d7384702a30cdfb3daf59b1da258474384cc0903fbad0b5018620

Observation b01e7b22-8888-494f-a5c6-fdcc6008b237 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.578325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.799789Z digest=sha256:7bf1f9cb975f795c01734fc21c40ff2800a80567f56fab80968c5e4c20e19bfc

Observation 0270cb0b-9356-4384-8467-075e59677ac4 · outbound

This paper cites A.; Zare, A.

Improving Generalization for AI-Synthesized Voice Detection A.; Zare, A

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.568003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.803583Z digest=sha256:8fc6d513401d1e409798269d2744bff26ca5ddfd5caffbcf4077beb15dc404c3

Observation 8ceeae2f-5d9f-4241-8a4a-3941cfbfd1f9 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.556532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.807956Z digest=sha256:3b8a0bf4c6988fa68754ee5b83a394774efbeea54f920a0b4838f2e2ac5a5a58

Observation 055adaa9-259c-4cc0-887e-1505aa4492fe · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.546262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.812306Z digest=sha256:390dde1c3be418a6c3eb905c578399b7208abe0ce6620c8595b8741dc24a5943

Observation 1a7e2802-6dec-4ca3-8918-ce1f48f1ef63 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.534918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.816762Z digest=sha256:d95766f80f42cdf14733341669cedae4d8901c65f48af39fedbb5a5bc1d1c26e

Observation 70c962ee-8125-4539-b207-7590a2ac4056 · outbound

This paper cites A.; Zhang, H.; and Dang, J.

Improving Generalization for AI-Synthesized Voice Detection A.; Zhang, H.; and Dang, J

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.522686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.820560Z digest=sha256:32fcb8724601182e98031ac02e8347478954927ea5e7eab7d5801279e795ee6e

Observation 7dafd4a0-060c-4a96-8be2-424773a2c7f6 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.510009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.824353Z digest=sha256:57e93571e6d81a775de0a96a331e21cb69d7d10bd3bcb947c6421f44ca5c62b0

Observation a4f28c6a-62a6-4e4c-846f-6f1f7631b4bd · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.497227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.828071Z digest=sha256:5be583af21d731fd7c7aded128c0a4b07ec7becbb8bab294cfde449f458997cc

Observation 4d49e94e-bc09-44fe-b372-1f263f46d0d4 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.484503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.832198Z digest=sha256:95e8dc3f1d1d79b69ead284fe65ede77eddd17394afb85c108a967cb26575f8a

Observation 7894b75b-e00e-4c80-b560-8b0da3aeaae9 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.472026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.835808Z digest=sha256:2ee3682c554b2492f1ac5f4edacf44b524c6452ea895d9ae83a777c818bc2183

Observation 8c68bde6-c78d-4f27-9088-e948a6979376 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.460181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.839241Z digest=sha256:62523d05c516588ead8ee899ce828046e392dc17aa72af2e50cd6bfed88458a8

Observation 7e3fbeb8-0dc0-4de4-a479-e1c914e00c11 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.449203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.844241Z digest=sha256:b13ecd1d421643c77a4f72d05b2eb6fcfc556850321e4ad005e43ab5defb91f6

Observation 8756600b-a2ad-42ba-9761-68db09328321 · outbound

This paper cites WaveNet: A Generative Model for Raw Audio.

Improving Generalization for AI-Synthesized Voice Detection WaveNet: A Generative Model for Raw Audio

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.847846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.847846Z digest=sha256:32390cda0db2d80640bd42af06b6d84a046a46ff4c2454e98b3e43c6b5383265

Observation 29cd269e-569f-4e86-9017-65165c879a47 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Improving Generalization for AI-Synthesized Voice Detection Representation Learning with Contrastive Predictive Coding

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.852033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.852033Z digest=sha256:b619aa5262fefc6da2e1d096d1472057a3ac428cf64e06f22ba5464f0993347e

Observation a46e3595-6b57-43eb-89f6-0a9e7db55ee1 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.437036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.856095Z digest=sha256:e261d0f8615f982b23cd049169c697b9de30efb25763f6077e16f89f8fa64d90

Observation 88baffde-163d-4a63-a963-df8d9fe950ac · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.423904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.860129Z digest=sha256:0e59b568e897570fc1f87e661ab810526c8a3747ade23023e6bb067070dbcbf3

Observation 8fb1645b-b0c4-4911-9834-1d9c3a302c8a · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.410999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.864576Z digest=sha256:bb04b4e0759ae581464317cd5535447532d7709802243f471f62357ab20f03ab

Observation a512ef95-28f6-4ae4-b174-5aa90f1b44b1 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.398335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.868481Z digest=sha256:bb47bbb9aa135f8981b2871545e014fc65d18e0679c3871177f12b3b2d7f1279

Observation 0e610f3f-7312-42ac-b0bb-5b824f9b5a9a · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.385483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.872531Z digest=sha256:aff271687353c84e92e0e3f1b0773064a873ab451a3b62a0cd771f500b5135fc

Observation f414715c-9597-4bba-9357-09796824e248 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.373149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.876354Z digest=sha256:3a4a122c185b35d22fab162e8f9ebfb284465c9f7d37f86db5206a88e1f042f3

Observation 571f9c0c-3055-4233-9b58-0bb2f011166e · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.361004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.880383Z digest=sha256:6483e5abd5d6b51ad5ada2cc262c14bb0b4219d5afad4a99978d22015326df4d

Observation fbcca10f-e78b-4beb-b7c4-0e687be6ced0 · outbound

This paper cites F.; Kastner, K.; Courville, A.

Improving Generalization for AI-Synthesized Voice Detection F.; Kastner, K.; Courville, A

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.349827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.885415Z digest=sha256:70e88a58ceceb645db2166d1e64deb2f63d26dc86c251d7507b6353cf5d7adbf

Observation 7d09087d-8b44-48eb-b816-957676cfb318 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.338565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.889558Z digest=sha256:09af3e5aad902fbc48e6134ac4a8b7761cde55742574c9ed765222f309884fb9

Observation ac082115-aa65-4ccd-96f5-73c7eeec8ae6 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.325389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.893936Z digest=sha256:137f5071fe3aa8d6e11cf5bff7278b0d22dd8631be94dcf762d4272c91ab2300

Observation 60ddae7f-b806-4459-ba65-994e52cc3060 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.312381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.898669Z digest=sha256:12142a2a8cafc3473e62d6e2035f0984307bbec3c0211e59a63e3404e2b42c5f

Observation f818398b-9fe7-4d5b-951f-80524f03d912 · outbound

This paper cites A Survey on Neural Speech Synthesis.

Improving Generalization for AI-Synthesized Voice Detection A Survey on Neural Speech Synthesis

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.902641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.902641Z digest=sha256:a94abb82bf756922aaec03723f408dd3fa7861567b66a26b3a49db015bee9f8e

Observation e244543d-03cb-495e-8308-235d95e6cf88 · outbound

This paper cites A.; Sahidullah, M.; Evans, N.; Kinnunen, T.; and Yamagishi, J.

Improving Generalization for AI-Synthesized Voice Detection A.; Sahidullah, M.; Evans, N.; Kinnunen, T.; and Yamagishi, J

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.299973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.906761Z digest=sha256:11479366c5044bb03799556a430b97ec4f90beefea6a0a16085c8159f1cd7dd4

Observation e087dc21-59bb-42e8-ac04-46a9257fbf40 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.287860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.910721Z digest=sha256:b8c57b2058d318f869c4f225d62fc3e22b8c698982c93dc6fb42ea48e0daef06

Observation 8952ec19-0263-4bf8-812b-c53005b427f3 · outbound

This paper cites Y.; Zhang, S.; and Chen, X.

Improving Generalization for AI-Synthesized Voice Detection Y.; Zhang, S.; and Chen, X

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.277180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.915041Z digest=sha256:47bab6560bb166466fa093664f59d70045881f61c262234e601f17b79a81fa53

Observation 6a69456c-cb6c-4a38-ac45-04156e723ca5 · outbound

This paper cites Disentangled Representation Learning.

Improving Generalization for AI-Synthesized Voice Detection Disentangled Representation Learning

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.919153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.919153Z digest=sha256:ba8aca8d7c24a4cca33c0b67af8a6450207392b7a056c755e29aeff27ff2c285

Observation 25b3f777-9f08-4b0f-aa8f-2bb7caeeba6a · outbound

This paper cites Can large-scale vocoded spoofed data improve speech spoofing countermeasure with a self-supervised front end?.

Improving Generalization for AI-Synthesized Voice Detection Can large-scale vocoded spoofed data improve speech spoofing countermeasure with a self-supervised front end?

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.923570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.923570Z digest=sha256:f10b6cfef08ead6e8ce1a730b8bbdad05eb8ada346fc592b82cb0cb76e44c45e

Observation fa8c774f-139b-4cf8-bf8c-35091ad0d97f · outbound

This paper cites J.; Skerry-Ryan, R.; Battenberg, E.; Mariooryad, S.; and Kingma, D.

Improving Generalization for AI-Synthesized Voice Detection J.; Skerry-Ryan, R.; Battenberg, E.; Mariooryad, S.; and Kingma, D

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.265270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.927553Z digest=sha256:a81e87f477d3c9a0fe26476b75696fab23cc21718e73b0009778298398196d40

Observation 28b2ab80-efa2-4b68-bbe0-ba869d843c8e · outbound

This paper cites S.; Lee, B.-J.; jin Yu, H.; and Evans, N.

Improving Generalization for AI-Synthesized Voice Detection S.; Lee, B.-J.; jin Yu, H.; and Evans, N

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T00:49:28.254038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.932198Z digest=sha256:e7615b005b470772e5aec5e3e655dcfcf6290c027aaa7799206721d0622b864d

Observation f322251d-2783-4cd4-bef6-74d3e9627d61 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.243232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.936180Z digest=sha256:5630cf280bd61d15e6bd019ebacd92d377a4c2a4a935b1b17be15f4c65672ae8

Observation 3e6dd573-f9a5-4bff-9201-eec8ec176ba8 · outbound

This paper cites DSVAE: Interpretable Disentangled Representation for Synthetic Speech Detection.

Improving Generalization for AI-Synthesized Voice Detection DSVAE: Interpretable Disentangled Representation for Synthetic Speech Detection

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.940387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.940387Z digest=sha256:30280e90da4554a62c122cbb786e49f436a77d02484dba5f8b105381dca0faa5

Observation a79c93e5-4914-4efc-ba3b-0304ff10397c · outbound

This paper cites ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection.

Improving Generalization for AI-Synthesized Voice Detection ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.944484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.944484Z digest=sha256:86dd622cd360e91cabe8e65bb1a5721217d5f0cce045b01328b7891aef483307

Observation 3532fd6e-6d82-4b74-9db5-3ffc00624f47 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.231794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.948627Z digest=sha256:751cb12db4da441f0c8c532eaf8eef4e89071a662e5bb39e6c2b324544506bc3

Observation 7f4048cb-693e-406e-aedc-d6feb9d16fd4 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.219074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.952533Z digest=sha256:15cf8d7f8c5a928e24d8bcb791542edb883ecb15836bdc9b3d16efdb67b006ad

Observation 5d952e5c-7c9d-4518-a516-0a384ddd348d · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.206934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.956637Z digest=sha256:5a674c7d82b5579a3a7e7937adda88c0bd713ee557ca0412297df3fff8067394

Observation 631733fa-7767-498c-b21b-14eab9c57380 · outbound

This paper cites SqueezeWave: Extremely Lightweight Vocoders for On-device Speech Synthesis.

Improving Generalization for AI-Synthesized Voice Detection SqueezeWave: Extremely Lightweight Vocoders for On-device Speech Synthesis

Reference 75

Resolution
verified exact
local_arxiv, observed 2026-08-11T00:49:28.026394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.960816Z digest=sha256:b192ceabd2bcf5ec7d470edaa5455a5d6fdec9b57493f5744dca13cb59656055

Observation f245ae0b-f489-4902-ad5d-ab5dc03c4da7 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.192689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.965369Z digest=sha256:557dd8a0977474ff288ef3369d178872bbb09adebce0eefad3c8ca8982ba69ef

Observation e0ea40a8-e9e7-4b39-8e51-e4a4d55494b4 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.180644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.969403Z digest=sha256:a6712fa2f7b9c9e7521c5d629ba50e8ceea673adadc1cc66ea4a60708ba92c39

Observation f2b68901-95dd-4766-a2f1-918c01a3fc13 · outbound

This paper cites an unresolved cited work.

Improving Generalization for AI-Synthesized Voice Detection Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-11T00:49:28.169093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T00:49:27.973735Z digest=sha256:108d53604028739348ebcd53347e221dd340bfee01e1cbd595a703e456d20315

Observation ae04103c-e5bc-47f6-9272-cd26141ca1df · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Improving Generalization for AI-Synthesized Voice Detection , " * write output.state after.block = add.period write newline

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.977866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.977866Z digest=sha256:dab17179de19e925ec9485c3e925e055de7909aa8c529f3ae34a8a94dba95878

Observation c72d36df-571f-4abf-8cba-fc76c7bcc0d9 · outbound

This paper cites write newline.

Improving Generalization for AI-Synthesized Voice Detection write newline

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-11T00:49:27.982194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:49:27.982194Z digest=sha256:2f0e825198c6806dc1522af623f09ca3c3eccecc95227d47cad65556410461c9

Pith citing papers

No inbound Pith citation observations are available.